{"id":"W3205514221","doi":"10.4324/9780429465444-23","title":"The professional regulation of madness in nursing and social work","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Nursing; Sociology; Psychology; Medicine; Engineering; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001390705,0.000140522,0.0003862742,0.00004327633,0.001051101,0.000003144049,0.00007223705,0.001184939,0.0007839199],"category_scores_gemma":[0.00007211908,0.00009204976,0.00006067571,0.00006408008,0.0001911062,0.00002944305,0.00005270016,0.001891363,0.00001066022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001761278,"about_ca_system_score_gemma":0.001191592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002116258,"about_ca_topic_score_gemma":0.0001217455,"domain_scores_codex":[0.998188,0.00033617,0.0006662495,0.0002067523,0.000324465,0.0002784033],"domain_scores_gemma":[0.9981741,0.001123372,0.0003090741,0.000161802,0.0001771887,0.00005440929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006889997,0.0000242325,0.001281507,0.0007235123,0.00002082145,0.000002379456,0.03374397,9.860116e-8,0.000008563964,0.8546286,0.05862472,0.05087266],"study_design_scores_gemma":[0.001915126,0.0000531023,0.1358653,0.0188476,0.0000767624,0.000001758142,0.04963627,0.00003176353,0.000002589069,0.08182227,0.7113184,0.0004290487],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008882041,0.001435836,0.00004007708,0.02944307,0.001991103,0.001199989,0.000009691142,0.0000304972,0.9569677],"genre_scores_gemma":[0.0351838,0.0003633036,0.0001491813,0.001535993,0.0008485568,0.00002837938,0.00006251988,0.00003504136,0.9617932],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7728063,"threshold_uncertainty_score":0.9139334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06852356516755466,"score_gpt":0.4384680214641312,"score_spread":0.3699444562965765,"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."}}