{"id":"W2110040363","doi":"10.1016/j.apmr.2010.07.178","title":"Poster 148: Children With Primary Language Impairment Transitioning to School: Utilization and Satisfaction With Rehabilitation Services","year":2010,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Rehabilitation; Psychological intervention; Intervention (counseling); Service (business); Medicine; Occupational therapy; Perception; Psychology; Family medicine; Nursing; Medical education; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":{"n_in":0,"stratum":"aff_core","weight":5595.2375,"opus":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"Conference poster on rehabilitation service utilization and satisfaction among children with language impairment; health services research, not metaresearch."},"gpt":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"The work concerns rehabilitation services for children with language impairment."},"grok":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"medium","reason":"Poster on pediatric rehab service use for language impairment; clinical/services research, not metaresearch."}},"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006927242,0.0002665086,0.0003438832,0.0003895773,0.0009411769,0.0005581888,0.000411612,0.0006743531,0.03927024],"category_scores_gemma":[0.001674554,0.0002812511,0.0005663602,0.000497464,0.0002569236,0.0005276375,0.0005237715,0.001053102,0.002882324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006682309,"about_ca_system_score_gemma":0.0009239475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007590843,"about_ca_topic_score_gemma":0.01546079,"domain_scores_codex":[0.9996958,0.00005705336,0.00002698199,0.00002946708,0.00004387995,0.0001469867],"domain_scores_gemma":[0.9985781,0.0001644183,0.0002644345,0.00002186087,0.0001586946,0.0008125956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0014827,0.003580025,0.9455319,0.0001383015,0.00007043152,0.0007119114,0.002092432,0.0001106729,0.0009146836,0.00006887785,0.02284444,0.02245357],"study_design_scores_gemma":[0.00006574654,0.0009411442,0.9950979,0.00002483603,0.00002181658,0.0002396285,0.002286591,0.00006293084,0.000295788,0.00002765765,0.0009285531,0.000007296238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940918,0.00007252891,0.00002671691,0.001269013,0.00006887867,0.00009762634,0.001216733,0.00001445953,0.003142333],"genre_scores_gemma":[0.9919303,0.0002175652,0.0001662234,0.0003635464,0.00006661942,0.0001487536,0.001060468,0.000007820041,0.006038716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03927024,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007455921257924632,"score_gpt":0.3054924941154094,"score_spread":0.2980365728574847,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}