{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001519307,0.0001135181,0.0001848676,0.0006789009,0.0006779659,0.0008714126,0.0002888132,0.0003627078,0.002338734],"category_scores_gemma":[0.007113261,0.0001656353,0.0001660429,0.0005189686,0.0005762142,0.0006136301,0.0007185281,0.0006976085,0.0002208932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008064766,"about_ca_system_score_gemma":0.001383228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0085461,"about_ca_topic_score_gemma":0.01320294,"domain_scores_codex":[0.9988934,0.0003326683,0.0001356319,0.00008260969,0.0003462896,0.0002093813],"domain_scores_gemma":[0.9952443,0.0009491027,0.002573506,0.00009501089,0.0006608772,0.0004772691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002759973,0.00007915532,0.9827901,0.00007641423,0.000009066685,0.0003188363,0.006768035,0.00003147386,0.0001871843,0.00009813138,0.000960602,0.008653377],"study_design_scores_gemma":[0.00000459377,0.0001310976,0.96407,0.0001920666,0.00000776274,0.001477873,0.03247708,0.0001342413,0.00008431017,0.00009853633,0.001311482,0.00001100626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967487,0.0003887399,0.00007650671,0.0008983241,0.00002427228,0.00002831137,0.0001434434,0.000001654876,0.001690131],"genre_scores_gemma":[0.9988599,0.0005138865,0.0001518379,0.0001513628,0.00001205109,0.00001449467,0.00008570786,7.28681e-7,0.00021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0085461,"threshold_uncertainty_score":0.01699275,"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."}}