{"id":"W2810460269","doi":"10.1097/nmd.0000000000000847","title":"Treatment Within an Adult Mental Health Day Program","year":2018,"lang":"en","type":"article","venue":"The Journal of Nervous and Mental Disease","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"North York General Hospital","keywords":"Psychological intervention; Psychopathology; Quality of life (healthcare); Anxiety; Medicine; Mental health; Intervention (counseling); Psychiatry; Day hospital; Mindfulness; Clinical psychology; Scale (ratio); Psychology; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000406466,0.0002824886,0.0003219926,0.0003205937,0.003991285,0.0007278184,0.001031048,0.0003333935,0.003991595],"category_scores_gemma":[0.001591367,0.0001499249,0.0003150723,0.0008052419,0.0007860224,0.0002393347,0.001043771,0.0006269039,0.0002480132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01911591,"about_ca_system_score_gemma":0.02156546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6921781,"about_ca_topic_score_gemma":0.9345962,"domain_scores_codex":[0.9990819,0.0001954684,0.0000223095,0.00009543937,0.0001803704,0.0004246601],"domain_scores_gemma":[0.9983091,0.00007295889,0.0001436153,0.00004149658,0.0002951363,0.001137593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003616329,0.009717477,0.5693784,0.0009259757,0.0002723576,0.001609896,0.01691196,0.0008760693,0.007455685,0.00156928,0.02264803,0.3650185],"study_design_scores_gemma":[0.0003165949,0.002997492,0.9677672,0.0001432001,0.00008850932,0.0005823027,0.01082225,0.000485297,0.0006910714,0.0002256936,0.01582748,0.00005286928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932491,0.000427957,0.0002442256,0.0004374244,0.00003783201,0.0003732333,0.0002612725,0.00002001026,0.004949011],"genre_scores_gemma":[0.9944324,0.0005749442,0.001303103,0.0004703105,0.00003145758,0.0001063696,0.0002896311,0.000005628573,0.002786177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6921781,"threshold_uncertainty_score":0.6192694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02382790134581333,"score_gpt":0.348581092846233,"score_spread":0.3247531915004197,"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."}}