{"id":"W4205741280","doi":"10.1002/aet2.10723","title":"The Journal Club 3.0: A qualitative, multisite study examining a new educational paradigm in the era of open educational resources","year":2022,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Interior Health; Centre for Advancing Health Outcomes; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Journal club; Snowball sampling; Club; Medical education; Qualitative research; Psychology; Medicine; Sociology; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01375638,0.0001099771,0.0001717502,0.0001980349,0.004887649,0.0001510053,0.0009328909,0.00002950822,0.0007716953],"category_scores_gemma":[0.001632159,0.00007408495,0.00002146193,0.0009060325,0.0001300671,0.0003756318,0.0001902768,0.001198416,0.00001031469],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002082293,"about_ca_system_score_gemma":0.01140124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00573176,"about_ca_topic_score_gemma":0.001874803,"domain_scores_codex":[0.9929547,0.004915763,0.0007537242,0.0002368596,0.0006769534,0.0004619554],"domain_scores_gemma":[0.9908002,0.00807704,0.0004673901,0.0002562349,0.0001614443,0.0002376821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006195241,0.0005296509,0.08614058,0.00001656056,0.00001188599,1.300228e-7,0.845145,0.00001355135,0.000005698272,0.005214687,0.02706973,0.0357906],"study_design_scores_gemma":[0.0003606319,0.0001441618,0.4251367,0.00003770469,0.000004647981,0.00001250225,0.5458835,0.00002990908,8.515276e-8,0.006012482,0.02232763,0.00005004827],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9169491,0.0009431494,0.00001257491,0.07620726,0.001186926,0.001337199,0.00000589999,0.000003950892,0.003353957],"genre_scores_gemma":[0.9930733,0.00009396915,0.0006423956,0.001867962,0.000609592,0.0008034762,0.00002272982,0.0000102422,0.002876363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3389961,"threshold_uncertainty_score":0.9964079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3835059984998812,"score_gpt":0.5909630757974423,"score_spread":0.2074570772975612,"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."}}