{"id":"W2891614762","doi":"","title":"Social Work in Health and Mental Health: Issues, Developments and Actions","year":2007,"lang":"en","type":"article","venue":"Canadian social work review","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mental health; Work (physics); Psychology; Sociology; Public relations; Political science; Social psychology; Psychiatry; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003197716,0.0001398146,0.0003612422,0.0001239861,0.005851736,0.00009691047,0.0001225561,0.0001371325,0.0006000429],"category_scores_gemma":[0.0003386197,0.0001720894,0.0000449904,0.00290456,0.0002412075,0.0001627172,0.00001959618,0.0003192471,0.00005795369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001557732,"about_ca_system_score_gemma":0.002957479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04320399,"about_ca_topic_score_gemma":0.3925878,"domain_scores_codex":[0.9977047,0.0006108148,0.0004385548,0.0002533257,0.0002555542,0.0007370891],"domain_scores_gemma":[0.9985861,0.0001427042,0.0002252366,0.0000574078,0.0000521388,0.0009364742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009531488,0.00002398674,0.01772872,0.0002077595,0.00001709371,0.000002274493,0.06582661,1.760197e-9,2.933041e-8,0.03480542,0.4625389,0.4188397],"study_design_scores_gemma":[0.0001118768,0.000005491675,0.04180989,0.0002900955,0.000004032705,6.925841e-7,0.01296638,4.715423e-9,1.548213e-8,0.0001623562,0.9445044,0.0001447992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001671204,0.1320524,0.000002207591,0.8441464,0.0006023828,0.0009246542,0.000008430419,0.00003462158,0.02055769],"genre_scores_gemma":[0.36731,0.3764374,0.002231078,0.2044849,0.00325817,0.0001802274,0.0002272204,0.0001234462,0.04574762],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6396616,"threshold_uncertainty_score":0.9954425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09669302833904098,"score_gpt":0.4485058442787969,"score_spread":0.3518128159397559,"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."}}