{"id":"W2331657222","doi":"10.2975/29.2006.219.222","title":"Which factors predict case management services and how do these services relate to client outcomes?","year":2006,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Alliance; Case management; Psychology; Community service; Psychiatry; Public relations","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":[0.0006186388,0.0002546927,0.0003136392,0.0006289383,0.0002794288,0.0002513199,0.0001152223,0.00007699093,0.00006776544],"category_scores_gemma":[0.00004454203,0.0001697996,0.0001546535,0.0006763331,0.00002877669,0.0002617982,0.0000576493,0.0002966358,0.00003026588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000160308,"about_ca_system_score_gemma":0.00005449571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001195703,"about_ca_topic_score_gemma":0.0004847801,"domain_scores_codex":[0.9979053,0.000159551,0.0004210531,0.0003960946,0.0007227561,0.0003952819],"domain_scores_gemma":[0.9984086,0.0002477412,0.0001843449,0.0003469428,0.0002809954,0.000531367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009944551,0.0004398211,0.9909068,0.0004512336,0.000225975,0.0002940781,0.001199377,0.00005799712,0.000007170154,0.0006586976,0.0004642126,0.004300131],"study_design_scores_gemma":[0.004307442,0.001409725,0.9824036,0.0001167813,0.000246191,0.001514905,0.005910698,0.0001583898,0.000002613631,0.002683767,0.001090246,0.0001556899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738919,0.0006824482,0.00008232663,0.02330836,0.0003706669,0.0009419181,0.00001703063,0.00004999636,0.0006553374],"genre_scores_gemma":[0.9736055,0.0001291699,0.02557756,0.00009954049,0.0001841114,0.00004693243,0.00001678444,0.00002632986,0.0003141232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02549523,"threshold_uncertainty_score":0.6924229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007556563993909698,"score_gpt":0.2780542297767384,"score_spread":0.2704976657828287,"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."}}