{"id":"W2341954560","doi":"10.1111/medu.13013","title":"Facilitating the ‘ <scp>STEP</scp> ’ from junior to senior resident","year":2016,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Citation; Library science; Psychology; Medicine; Computer science","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":[0.01140413,0.0005787698,0.0003339355,0.001276797,0.008505671,0.006304678,0.003385234,0.004180755,0.08629903],"category_scores_gemma":[0.04666664,0.0008891913,0.0008217793,0.0007957921,0.00181195,0.005115083,0.01922344,0.008077855,0.03781424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003939729,"about_ca_system_score_gemma":0.04160648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004888156,"about_ca_topic_score_gemma":0.02264737,"domain_scores_codex":[0.9865976,0.004234938,0.0006258904,0.001144571,0.002718678,0.004678273],"domain_scores_gemma":[0.9270448,0.006464058,0.003967056,0.003022793,0.0136015,0.04589977],"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":[0.0001983668,0.001750401,0.01197053,0.0006664532,0.00003376179,0.001830045,0.01433338,0.0003103895,0.004259984,0.006881453,0.6458492,0.3119161],"study_design_scores_gemma":[0.0001669463,0.0012457,0.09505946,0.001618844,0.00005920811,0.003631439,0.05659749,0.001363421,0.009068104,0.01513853,0.8156816,0.0003692758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1828992,0.0009306858,0.04611805,0.2848906,0.01475663,0.002988024,0.0008224937,0.008626996,0.4579673],"genre_scores_gemma":[0.6546786,0.0009369206,0.1057468,0.08700277,0.003142413,0.001420917,0.0008367786,0.001234958,0.1449998],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08629903,"threshold_uncertainty_score":0.288699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01158695777471822,"score_gpt":0.3340055196612007,"score_spread":0.3224185618864824,"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."}}