{"id":"W4206413407","doi":"10.1111/medu.14724","title":"Promoting inclusivity in health professions education publishing","year":2022,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Publishing; Health professions; Field (mathematics); Medical education; Sociology; Medicine; Political science; Health care","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2059309,0.0007879572,0.0009622945,0.008244562,0.01704295,0.04244749,0.00450311,0.01897795,0.008894453],"category_scores_gemma":[0.4502885,0.002078176,0.001236957,0.006113004,0.02848404,0.0496873,0.03300669,0.01861663,0.00490016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003884609,"about_ca_system_score_gemma":0.01975661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009778854,"about_ca_topic_score_gemma":0.002044397,"domain_scores_codex":[0.7039199,0.1921168,0.0289051,0.007487237,0.06082587,0.006745011],"domain_scores_gemma":[0.2537993,0.4984981,0.08133247,0.05345592,0.07854218,0.03437198],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003677154,0.001103798,0.02882496,0.002730384,0.0001240532,0.002407172,0.305216,0.0003353694,0.008555917,0.1459585,0.1877388,0.3166372],"study_design_scores_gemma":[0.0001110088,0.0002991432,0.009410576,0.003375927,0.00005525066,0.002324031,0.0561232,0.0003866647,0.002771561,0.0461195,0.878844,0.000179071],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08753204,0.01060448,0.0275007,0.545544,0.01468951,0.001360342,0.00009454043,0.002040464,0.310634],"genre_scores_gemma":[0.6944887,0.008613739,0.06353831,0.1336978,0.02205063,0.002427002,0.0002322631,0.001409973,0.07354151],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7940691,"threshold_uncertainty_score":0.9792286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806698458250798,"score_gpt":0.4001294817199815,"score_spread":0.3820624971374735,"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."}}