{"id":"W2997037759","doi":"10.1093/jcag/gwz041","title":"Re-cherchez la Femme: A Second Look at Women in Gastroenterology in Canada","year":2019,"lang":"en","type":"editorial","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Mount Sinai Hospital; University of Toronto; University of Calgary","funders":"","keywords":"Medicine; Internal medicine; General surgery; Family medicine; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01158291,0.003899259,0.004741645,0.006332263,0.01003848,0.01422145,0.006468045,0.03931936,0.01118647],"category_scores_gemma":[0.04690222,0.001488294,0.003592051,0.00488877,0.005260446,0.005303178,0.003115145,0.0366086,0.003157985],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03268588,"about_ca_system_score_gemma":0.06418435,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4274065,"about_ca_topic_score_gemma":0.6873808,"domain_scores_codex":[0.990509,0.001216,0.001060684,0.0008268288,0.004915009,0.001472521],"domain_scores_gemma":[0.9382944,0.01530607,0.001937611,0.0008086465,0.0277481,0.01590511],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001464051,0.000004895841,0.00006414417,0.000152375,0.00001663065,0.00008042253,0.00004945634,0.000008813564,0.000007674537,0.0001158742,0.998139,0.001346087],"study_design_scores_gemma":[0.0001218911,0.00002890376,0.001633007,0.002573376,0.0002325804,0.0003443669,0.001209936,0.0001055224,0.00004227372,0.0007034152,0.9929425,0.00006226428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006854528,0.01720956,0.000030429,0.1705099,0.8109822,0.000017789,0.00007322232,0.00001819277,0.001090226],"genre_scores_gemma":[0.001419431,0.01874682,0.00005275049,0.1131171,0.8606468,0.00003401352,0.00005700528,0.00003836604,0.005887746],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9884171,"threshold_uncertainty_score":0.8498374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00864428531641908,"score_gpt":0.2309604802742735,"score_spread":0.2223161949578545,"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."}}