{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004699447,0.0001555456,0.0005803141,0.0005831406,0.0003103052,0.00004780383,0.0003057122,0.00009609403,0.0001316613],"category_scores_gemma":[0.0002828164,0.0001352958,0.00009276125,0.0009069626,0.0002246796,0.0002207671,0.0001348926,0.0008705711,0.00001586864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003347655,"about_ca_system_score_gemma":0.0009305379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009063185,"about_ca_topic_score_gemma":0.0005012582,"domain_scores_codex":[0.9950959,0.002218724,0.0009880543,0.0002697195,0.0007765265,0.0006510846],"domain_scores_gemma":[0.9964561,0.001229613,0.001053619,0.0002911082,0.0003842803,0.0005852894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001404319,0.002662672,0.8888248,0.001333544,0.0004486497,0.0005493987,0.03406374,0.000002337105,0.00002502067,0.0001324165,0.007800354,0.06275275],"study_design_scores_gemma":[0.003639433,0.004075579,0.9554116,0.003050601,0.00002121368,0.0008718165,0.02933091,0.000003692169,0.0003275486,0.00003918219,0.00308403,0.0001443927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975893,0.01345785,0.000004495897,0.006577128,0.0003657958,0.0004790809,0.00003949387,0.000004386417,0.003178825],"genre_scores_gemma":[0.9973404,0.001374511,0.0002867622,0.0001805748,0.0001303603,0.000009513765,0.0000121055,0.00002038131,0.0006453472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0665868,"threshold_uncertainty_score":0.5517202,"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."}}