{"id":"W1977054881","doi":"10.1097/pep.0000000000000048","title":"Adapting to Higher Demands","year":2014,"lang":"en","type":"article","venue":"Pediatric Physical Therapy","topic":"Craniofacial Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Referral; Medicine; Patient satisfaction; Service delivery framework; Physical therapy; Intervention (counseling); Torticollis; Service (business); Population; Nursing; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003901457,0.0001118465,0.0001070685,0.0000178958,0.0000584081,0.00001400293,0.00009682946,0.00004041102,0.00001807601],"category_scores_gemma":[0.00001201019,0.00009087865,0.00008603977,0.0001012603,0.00000953733,0.000001736076,0.00003204173,0.00003323125,0.00006809845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003063089,"about_ca_system_score_gemma":0.000008995991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001078595,"about_ca_topic_score_gemma":0.000001130253,"domain_scores_codex":[0.9994149,0.00002499522,0.00007004762,0.0002243399,0.00009021979,0.0001755621],"domain_scores_gemma":[0.9996877,0.00001063725,0.00002371829,0.0001714689,0.00002172499,0.00008473567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008139835,0.002764678,0.1345983,0.00002716948,0.0003101105,0.000004531234,0.0005182487,0.0003475495,0.4011096,0.004337876,0.02108944,0.4340785],"study_design_scores_gemma":[0.008398353,0.005133715,0.3050532,0.000006548974,0.0001202962,0.000002490987,0.00004427287,0.000374498,0.04362031,0.01065274,0.6248966,0.001697026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994951,0.0002031026,0.0009790056,0.0001325391,0.0001070648,0.0001037113,0.000003832213,0.00001691779,0.003502845],"genre_scores_gemma":[0.9970074,0.0001608687,0.0001296635,0.0005255774,0.001721375,0.00002316452,0.00001654402,0.00001772677,0.0003977215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6038072,"threshold_uncertainty_score":0.3705924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01121170591283546,"score_gpt":0.2657838254624015,"score_spread":0.254572119549566,"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."}}