{"id":"W3012082941","doi":"","title":"Perception of disability as a barrier for Canadian medical students.","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Perception; Affect (linguistics); Learning disability; Gerontology; Psychology; Medicine; Medical education; Psychiatry; Communication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001381795,0.00009930994,0.0002607137,0.00002245693,0.000301065,0.000004968095,0.0004006375,0.0002754165,0.00361557],"category_scores_gemma":[0.003456464,0.00008892762,0.00006633939,0.000167411,0.0001178559,0.00005765228,0.00009284869,0.0003268762,0.0001523987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005197675,"about_ca_system_score_gemma":0.0007055725,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08577836,"about_ca_topic_score_gemma":0.0949975,"domain_scores_codex":[0.9975371,0.0002584278,0.0005125853,0.0002550989,0.0006695153,0.0007673028],"domain_scores_gemma":[0.9970859,0.0002897572,0.00009597775,0.0002003843,0.0001443958,0.002183554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001864805,0.00005337927,0.8917078,0.0006034944,0.00002072096,0.000002311681,0.004343178,8.160112e-7,0.000001235733,0.001002015,0.0414116,0.06066696],"study_design_scores_gemma":[0.0007978529,0.00004841985,0.7396984,0.000045347,0.00001540653,3.087521e-7,0.006113769,0.00005111115,0.00000173992,0.0002637842,0.2528747,0.00008917475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9332703,0.00005610349,0.00002555641,0.04992173,0.0005501272,0.004683044,0.0001223548,0.00006883551,0.01130192],"genre_scores_gemma":[0.9784704,0.00001735264,0.00007558576,0.01680476,0.0004378461,0.003489772,0.00002411486,0.00001636719,0.0006637659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2114631,"threshold_uncertainty_score":0.9972953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06211516351987748,"score_gpt":0.4247165937493817,"score_spread":0.3626014302295042,"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."}}