{"id":"W4246733067","doi":"10.5489/cuaj.649","title":"Dr. Homayoun Khonsari","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0008359832,0.0004463177,0.0006256251,0.0009889756,0.001480607,0.00132565,0.0005688624,0.002231799,0.08507191],"category_scores_gemma":[0.008859531,0.000236414,0.0002559332,0.0005532496,0.0006142562,0.001407862,0.0008556927,0.004069855,0.02077829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001514918,"about_ca_system_score_gemma":0.002494977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01413528,"about_ca_topic_score_gemma":0.01580387,"domain_scores_codex":[0.9994959,0.00009930255,0.00004391195,0.0001268862,0.0001632218,0.00007078853],"domain_scores_gemma":[0.997023,0.0003992601,0.0002033445,0.00004923205,0.001389739,0.000935277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005230797,0.00002143577,0.003957161,0.0001454562,0.00001025967,0.003981154,0.0005408498,0.00004551275,0.0002645855,0.001367102,0.9510982,0.03851601],"study_design_scores_gemma":[0.00001884982,0.00003623349,0.004765127,0.0002865454,0.00001414123,0.02528825,0.002680482,0.0001365228,0.000370697,0.001306055,0.9650589,0.00003824144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01094597,0.0286528,0.001451267,0.8452575,0.06193433,0.00009673379,0.0007169539,0.0002688626,0.05067553],"genre_scores_gemma":[0.1156715,0.0538852,0.002391076,0.3293349,0.04256358,0.0001504549,0.0006220373,0.000284916,0.4550964],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08507191,"threshold_uncertainty_score":0.2845939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04966030308821803,"score_gpt":0.3492708311412782,"score_spread":0.2996105280530601,"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."}}