{"id":"W4381716569","doi":"10.1007/s10459-023-10256-5","title":"Who should be an author on this paper?","year":2023,"lang":"en","type":"letter","venue":"Advances in Health Sciences Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Wilson Centre; University of Toronto; University Health Network; Sunnybrook Health Science Centre","funders":"","keywords":"Column (typography); Process (computing); Engineering ethics; Health professions; Advice (programming); Medical education; Sociology; Computer science; Public relations; Management science; Political science; Medicine; Health care; Law; Engineering","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007272063,0.00129602,0.00253085,0.001535753,0.01396137,0.01265701,0.003416022,0.1558116,0.02604664],"category_scores_gemma":[0.05448152,0.001884684,0.002570238,0.001342906,0.00527784,0.009959647,0.004213653,0.1106449,0.01824406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009948303,"about_ca_system_score_gemma":0.01840062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01617883,"about_ca_topic_score_gemma":0.03282105,"domain_scores_codex":[0.9919237,0.00141742,0.001015322,0.001190325,0.002139818,0.002313461],"domain_scores_gemma":[0.9795131,0.007274466,0.001222145,0.0005320877,0.003412599,0.008045533],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004713027,0.00005553298,0.0009220213,0.00004912803,0.00002452683,0.00456916,0.0003156198,0.00004919977,0.000129408,0.004867458,0.9837672,0.005203784],"study_design_scores_gemma":[0.0001475363,0.00007515719,0.001547909,0.0007470972,0.00007967456,0.005022887,0.002804795,0.0006721411,0.0002454079,0.01620148,0.9723078,0.0001480038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002470592,0.0005098095,0.00008225514,0.966078,0.02879087,0.00001580623,0.00002002601,0.00001757916,0.004238558],"genre_scores_gemma":[0.002116952,0.0005988326,0.0001394506,0.9490152,0.02852174,0.00004363901,0.00001362105,0.00002938387,0.01952114],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9927279,"threshold_uncertainty_score":0.08713466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07857302544643456,"score_gpt":0.4839817278763017,"score_spread":0.4054087024298672,"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."}}