{"id":"W4210594851","doi":"10.1177/08465371211065454","title":"CAR Peer Learning Guide","year":2022,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Radiology practices and education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Misericordia Community Hospital; University of British Columbia; McMaster University; University of Toronto; Hamilton Health Sciences; Dalhousie University; Toronto General Hospital; University of Alberta; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Presentation (obstetrics); Peer learning; Peer review; Dissemination; Technical peer review; Multidisciplinary approach; Best practice; Peer feedback; Medical education; Computer science; Psychology; Radiology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007338997,0.001179004,0.001274172,0.002957277,0.002713431,0.005490013,0.004952495,0.003714761,0.3090048],"category_scores_gemma":[0.03187164,0.0008764931,0.0009034747,0.002052326,0.001234216,0.003305253,0.003771996,0.004217963,0.2837753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003938709,"about_ca_system_score_gemma":0.01743724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009755769,"about_ca_topic_score_gemma":0.0230479,"domain_scores_codex":[0.990061,0.00243785,0.0006422059,0.0006802041,0.005723452,0.0004552603],"domain_scores_gemma":[0.9764509,0.005250419,0.0008736131,0.001883742,0.01336304,0.002178262],"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":[0.00002443181,0.00007268479,0.0001198556,0.0002925647,0.000003285213,0.0001544157,0.0002208894,0.0002406979,0.000164488,0.004693223,0.7993072,0.1947063],"study_design_scores_gemma":[0.000006904145,0.00001593356,0.00006023456,0.0001115652,9.670458e-7,0.000121361,0.00006552313,0.00008973931,0.00005368456,0.0008915188,0.9985744,0.000008199298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001472788,0.009611277,0.1071871,0.03231751,0.007093585,0.008008087,0.009097139,0.02237765,0.8028349],"genre_scores_gemma":[0.007984107,0.009397512,0.1351987,0.01148859,0.001266971,0.005163324,0.006180785,0.002760333,0.8205597],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3090048,"threshold_uncertainty_score":0.9856209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01903205973266901,"score_gpt":0.2981241138041179,"score_spread":0.2790920540714489,"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."}}