{"id":"W4293572640","doi":"10.21203/rs.3.rs-1792396/v2","title":"The CASPer Preparation Program Innovation: Increasing Self-Perceived Competence and Confidence of Underrepresented Applicants on the Novel CASPer Snapshot and CanMEDS Roles","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Medical Education and Admissions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Ottawa","funders":"","keywords":"Coaching; Psychology; Medical education; Curriculum; Competence (human resources); Mentorship; Medicine; Social psychology; Pedagogy","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":[0.01669815,0.0003801738,0.0005817519,0.00103351,0.003896473,0.005024732,0.001281147,0.001570042,0.02359723],"category_scores_gemma":[0.04914195,0.0003362597,0.0004606202,0.0007006711,0.001747684,0.003764228,0.007193441,0.003407278,0.002912804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002327612,"about_ca_system_score_gemma":0.01211628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003818974,"about_ca_topic_score_gemma":0.01253045,"domain_scores_codex":[0.9930319,0.003027241,0.000165656,0.000449659,0.001680321,0.00164534],"domain_scores_gemma":[0.9491121,0.009258027,0.004077232,0.002945789,0.00420687,0.03039992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00404312,0.009950291,0.1479656,0.00032056,0.0001166572,0.0002844751,0.02215081,0.0004809648,0.001701904,0.01131635,0.1813814,0.6202878],"study_design_scores_gemma":[0.001226508,0.01342722,0.7593544,0.001110519,0.0002186115,0.000569071,0.07261365,0.002498457,0.006447798,0.0235901,0.1185697,0.000374076],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9384699,0.0003260158,0.001033466,0.0276795,0.00154937,0.000152235,0.0003334373,0.0001667953,0.0302893],"genre_scores_gemma":[0.9825349,0.0001835816,0.002220599,0.002909214,0.000360135,0.0002078218,0.0002525319,0.00005090066,0.01128035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02359723,"threshold_uncertainty_score":0.08830935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1381718806541503,"score_gpt":0.4825584665355906,"score_spread":0.3443865858814404,"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."}}