{"id":"W4213017905","doi":"10.1503/cmaj.201497","title":"Ngozi Iroanyah","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Girl; Courtesy; Psychology; Art; IMG; Psychoanalysis; Art history; Developmental psychology; Law; Political science; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002259496,0.0006409239,0.0004061474,0.0004320409,0.005486545,0.002363371,0.0006372101,0.001304272,0.5946137],"category_scores_gemma":[0.0008165746,0.0002929418,0.0003535099,0.0002906803,0.0005627405,0.002865302,0.002859797,0.002777695,0.2800039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006735948,"about_ca_system_score_gemma":0.0006188918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008692085,"about_ca_topic_score_gemma":0.02411945,"domain_scores_codex":[0.9998343,0.0000202371,0.000004959987,0.00003092861,0.00005017734,0.00005932884],"domain_scores_gemma":[0.9996895,0.00001435518,0.00001102022,0.00001417425,0.0001149749,0.0001560283],"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":[0.00003975872,0.00003496636,0.0004509925,0.0001066292,0.000002653165,0.0004753335,0.001627535,0.0000152504,0.0003568027,0.002707106,0.9570061,0.037177],"study_design_scores_gemma":[0.000003927086,0.000006695007,0.0004443921,0.00006861246,0.000001854751,0.0003808954,0.001849592,0.00001974133,0.00007308789,0.0002060427,0.9969375,0.000007683017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003013362,0.0008295957,0.001017111,0.01220424,0.007241765,0.0001101318,0.0006058325,0.001054376,0.9739236],"genre_scores_gemma":[0.01149981,0.0005824303,0.001356346,0.006090139,0.000461458,0.00007946903,0.0004107758,0.0006250929,0.9788946],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5946137,"threshold_uncertainty_score":0.5782343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03473900067926142,"score_gpt":0.3627554893219512,"score_spread":0.3280164886426898,"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."}}