{"id":"W4396845115","doi":"10.63050/jpps.19.03.176","title":"CLINICAL APPLICATION OF ICD-11 AND ITS UNDERSTANDING AMONG THE PSYCHIATRISTS AND POST GRADUATE PSYCHIATRIC RESIDENTS OF PAKISTAN","year":2022,"lang":"en","type":"article","venue":"Journal of Pakistan Psychiatric Society","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Psychiatry; Medicine; Psychology; Family medicine; Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001932502,0.000196598,0.0003937474,0.00009014502,0.0003426219,0.00002948313,0.0003514999,0.0001458468,0.000006937297],"category_scores_gemma":[0.00004957549,0.0001618876,0.0004968231,0.0005284655,0.0001997904,0.00001602842,0.0001564304,0.0003975253,1.311933e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005114517,"about_ca_system_score_gemma":0.0001809734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008451276,"about_ca_topic_score_gemma":0.00004675353,"domain_scores_codex":[0.9974776,0.000255455,0.001203731,0.0003023369,0.0005106932,0.000250186],"domain_scores_gemma":[0.9974208,0.0001037341,0.001862033,0.0002604967,0.0002305792,0.0001223257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003618543,0.0006086291,0.9748077,0.0002101147,0.0006444246,9.783827e-7,0.0007022127,0.00006777851,0.00414839,0.002923036,0.0145848,0.0009400746],"study_design_scores_gemma":[0.005903155,0.002534415,0.9500093,0.00003586102,0.0007679824,0.00004379393,0.0322316,0.0003069532,0.0001874137,0.005666,0.00180428,0.0005091822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989318,0.008131666,0.0006506828,0.0008613002,0.0005306018,0.0002779735,0.00008365087,0.000004513041,0.0001416418],"genre_scores_gemma":[0.9959823,0.002839402,0.0006401597,0.0002213518,0.0002261647,0.000005932192,0.00001694405,0.00002790055,0.00003985527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03152939,"threshold_uncertainty_score":0.6601586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01780391371032543,"score_gpt":0.3214627075269368,"score_spread":0.3036587938166114,"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."}}