{"id":"W2984382940","doi":"10.1177/0194599819886121","title":"Reflections: Starting an Otolaryngology Medical Student Interest Group","year":2019,"lang":"en","type":"review","venue":"Otolaryngology","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Otorhinolaryngology; Specialty; Interest group; Medical education; Medicine; Club; Conflict of interest; Session (web analytics); Family medicine; Business; Political science; Surgery; Finance; Advertising","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":[],"consensus_categories":[],"category_scores_codex":[0.007801063,0.0004380567,0.0005084695,0.0008336167,0.001038314,0.002209978,0.001508848,0.006499692,0.008829819],"category_scores_gemma":[0.02313444,0.0002638217,0.00118727,0.0008261927,0.001153706,0.005878315,0.001981981,0.007947545,0.003389624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001531306,"about_ca_system_score_gemma":0.004551138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001420471,"about_ca_topic_score_gemma":0.003348617,"domain_scores_codex":[0.9962385,0.001806298,0.0004260025,0.0002702314,0.0009613757,0.000297579],"domain_scores_gemma":[0.9840056,0.007421644,0.001189383,0.0003695443,0.004363679,0.002650284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009169379,0.0001651239,0.001134805,0.01232386,0.0000520774,0.0009628456,0.001669471,0.00006662288,0.0004515535,0.005860279,0.6011305,0.3760912],"study_design_scores_gemma":[0.00003580688,0.0001240529,0.001209092,0.00685395,0.00003398557,0.001639535,0.001128255,0.00002105115,0.0001691806,0.001124284,0.9876403,0.00002037873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.004004995,0.3650389,0.001608873,0.5539685,0.06134544,0.0003078804,0.0002380764,0.0002102952,0.01327711],"genre_scores_gemma":[0.03258071,0.5267842,0.004075691,0.3941943,0.02156538,0.0005126681,0.000408608,0.00007588831,0.01980261],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.008829819,"threshold_uncertainty_score":0.04125649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1689575629329711,"score_gpt":0.4787567348018081,"score_spread":0.309799171868837,"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."}}