{"id":"W4235571280","doi":"10.21203/rs.2.22407/v2","title":"The Influence of Income on Medical School Admissions in Canada: A Retrospective Cohort Study","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Medical Education and Admissions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Retrospective cohort study; Cohort; Demography; Medicine; Demographic economics; Geography; Economics; Sociology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0009778735,0.0003767131,0.0005504723,0.001652572,0.002685079,0.001440169,0.001297379,0.0004195665,0.00175135],"category_scores_gemma":[0.002595269,0.000438376,0.0007191635,0.005020387,0.0007578445,0.000421364,0.001050273,0.0008511819,0.000214284],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01208457,"about_ca_system_score_gemma":0.0187623,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.963913,"about_ca_topic_score_gemma":0.973078,"domain_scores_codex":[0.9982966,0.0001239895,0.0001148801,0.0003003652,0.0005956784,0.000568599],"domain_scores_gemma":[0.9969553,0.0001399249,0.0009790269,0.000140771,0.000935605,0.0008493763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003089447,0.00001303237,0.9985744,0.00001238819,0.00003343248,0.00004518853,0.0001841171,0.000015516,0.00004020343,0.00002523739,0.0003592711,0.0006662849],"study_design_scores_gemma":[0.000002673828,0.00001303807,0.9990531,0.00001725229,0.00001765548,0.00003450817,0.0004651869,0.00008122126,0.00001458865,0.00001041883,0.0002852403,0.000005136348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939845,0.0005038706,0.00009656655,0.0002341219,0.0000177144,0.00005244477,0.003929225,0.000007989717,0.001173706],"genre_scores_gemma":[0.9979443,0.0002974048,0.00009727205,0.0000746202,0.000008100143,0.00002075938,0.00124559,0.00000417519,0.0003077149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9879155,"threshold_uncertainty_score":0.0876801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05982999519454069,"score_gpt":0.4522661630360402,"score_spread":0.3924361678414995,"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."}}