{"id":"W2753644447","doi":"10.5281/zenodo.3461964","title":"Perspectives and Outcomes of a Long and Shorter Community Mental Health Program","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychology; Gerontology; Medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003114837,0.0002140769,0.0003049678,0.0007823619,0.002088489,0.002024697,0.0005413998,0.000616667,0.004067665],"category_scores_gemma":[0.006757594,0.0001317394,0.0005201845,0.0009522013,0.0007893664,0.0009039565,0.002465606,0.001260027,0.0001641252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002926831,"about_ca_system_score_gemma":0.003456474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01858021,"about_ca_topic_score_gemma":0.05235656,"domain_scores_codex":[0.9964622,0.001883617,0.00008883295,0.0001102686,0.0005963013,0.0008588409],"domain_scores_gemma":[0.9947876,0.0008149453,0.0008823449,0.00007048571,0.0006525614,0.002792122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008791642,0.01833438,0.4886343,0.0009038695,0.0004902768,0.001654059,0.0519202,0.001136118,0.004245656,0.004592004,0.00966528,0.4096322],"study_design_scores_gemma":[0.0004698016,0.008760955,0.9142888,0.0003116749,0.0002574374,0.0003451105,0.05953925,0.0006839714,0.001174003,0.0008934104,0.01320267,0.00007283771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905316,0.0003910422,0.00008531637,0.002505457,0.00003821564,0.00007457653,0.0003087022,0.00000703764,0.00605796],"genre_scores_gemma":[0.9979718,0.000244666,0.0001361542,0.0003167826,0.00003677226,0.00005543509,0.0002256059,0.000005499433,0.001007169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01858021,"threshold_uncertainty_score":0.03694409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05027585203203713,"score_gpt":0.365816935629865,"score_spread":0.3155410835978279,"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."}}