{"id":"W1928915676","doi":"10.4300/jgme-d-15-00071.1","title":"<i>JGME</i> -ALiEM Hot Topics in Medical Education Online Journal Club: An Analysis of a Virtual Discussion About Resident Teachers","year":2015,"lang":"en","type":"article","venue":"Journal of Graduate Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Journal club; Medical education; Library science; Data science; Computer science; World Wide Web; Medicine","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":[0.003466705,0.0003119031,0.0003200373,0.003830523,0.003438263,0.003832171,0.0005811847,0.001090678,0.003092146],"category_scores_gemma":[0.01895925,0.0001810103,0.0004794352,0.002359211,0.001836974,0.002619484,0.00307959,0.001073664,0.0008029807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001289902,"about_ca_system_score_gemma":0.001007038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001674122,"about_ca_topic_score_gemma":0.004166375,"domain_scores_codex":[0.9971333,0.00170535,0.0001505915,0.0002110766,0.0004733241,0.0003263277],"domain_scores_gemma":[0.9725075,0.01911639,0.003020368,0.0006992134,0.001942784,0.002713676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005422661,0.0004387524,0.09992548,0.000947415,0.00006523418,0.002565531,0.8059283,0.0001505109,0.003820647,0.001523605,0.01973084,0.06436142],"study_design_scores_gemma":[0.00003152424,0.0003527742,0.286012,0.0009176749,0.00007117333,0.001251506,0.6153727,0.0008549259,0.001920878,0.0009424724,0.09216722,0.0001049971],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985385,0.0004723563,0.001167347,0.001548252,0.0002368586,0.0001690987,0.0008359464,0.00008204792,0.01010307],"genre_scores_gemma":[0.9890702,0.0005165795,0.002112987,0.0009922278,0.0004398372,0.0003183575,0.001198794,0.0001574858,0.005193676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003832171,"threshold_uncertainty_score":0.01833391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04141817484047496,"score_gpt":0.4093703078694863,"score_spread":0.3679521330290114,"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."}}