{"id":"W4210735229","doi":"10.36106/paripex/1601282","title":"KNOWLEDGE, ATTITUDE AND PRACTICE ON MENTAL HEALTH AMONG HEALTH WORKERS SERVING A BLOCK OF A DISTRICT OF WESTERN INDIA.","year":2021,"lang":"en","type":"article","venue":"PARIPEX INDIAN JOURNAL OF RESEARCH","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Medicine; Family medicine; Nursing; Health care; Population; Quarter (Canadian coin); Environmental health; 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":[0.0003569961,0.0001630805,0.0001451212,0.000537174,0.0006973915,0.0004902189,0.0002627276,0.0003539692,0.001760249],"category_scores_gemma":[0.0007967819,0.0002071755,0.0001544055,0.0004079056,0.0004379295,0.00024419,0.0004129782,0.0003650378,0.0002783492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003928587,"about_ca_system_score_gemma":0.0007501438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02331106,"about_ca_topic_score_gemma":0.03624639,"domain_scores_codex":[0.9997521,0.00006206239,0.00001663281,0.00002403344,0.00006021843,0.00008491365],"domain_scores_gemma":[0.9993739,0.0001443541,0.0002187134,0.00002192943,0.00006693755,0.0001742186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002423281,0.0002246506,0.9819757,0.00007247425,0.00001307403,0.0002929038,0.0101,0.00002951754,0.0007036352,0.00003198008,0.000321298,0.006210412],"study_design_scores_gemma":[0.000004643802,0.0002607226,0.9835287,0.00004693528,0.00001187811,0.0003086641,0.01529589,0.000064725,0.00008847094,0.00001631994,0.000367529,0.000005523241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994148,0.00005799684,0.00001072863,0.00008580962,0.000001776317,0.000008396773,0.00004132402,0.000001428493,0.0003776585],"genre_scores_gemma":[0.9994022,0.000130158,0.00004159077,0.00005876526,0.000003096728,0.0000110116,0.00004149173,3.373797e-7,0.0003113821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02331106,"threshold_uncertainty_score":0.04635078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1378601708464595,"score_gpt":0.5230792275616029,"score_spread":0.3852190567151434,"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."}}