{"id":"W2115183278","doi":"10.3402/meo.v9i.4348","title":"Academic Support Services in U.S. and Canadian Medical Schools","year":2004,"lang":"en","type":"article","venue":"Medical Education Online","topic":"Innovations in Medical Education","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Association of American Medical Colleges","keywords":"Curriculum; Medical education; Medical school; Psychology; Medicine; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002306031,0.0003103133,0.0003164613,0.00357391,0.00746356,0.002502631,0.00176208,0.0009476931,0.006128113],"category_scores_gemma":[0.009994779,0.0003387012,0.0003114437,0.006808386,0.001902049,0.0006891907,0.002743153,0.001132234,0.0002448708],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06910183,"about_ca_system_score_gemma":0.1437125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9804348,"about_ca_topic_score_gemma":0.9912031,"domain_scores_codex":[0.9943112,0.0004858669,0.0002096674,0.0003299204,0.002200188,0.002463097],"domain_scores_gemma":[0.9820381,0.0007801476,0.002238601,0.0001296432,0.003858407,0.01095503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001715332,0.0002370945,0.8739997,0.0004737469,0.00005769126,0.0004312228,0.01368563,0.0002081427,0.0003006906,0.00456449,0.0272961,0.07857393],"study_design_scores_gemma":[0.00002855376,0.00006473874,0.9616075,0.0003341348,0.000020245,0.0001741412,0.02036894,0.00016812,0.00007483408,0.0001606125,0.01697191,0.00002616218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9450502,0.005548401,0.0001239667,0.01867756,0.0001629367,0.0001458622,0.002160672,0.00003883571,0.02809154],"genre_scores_gemma":[0.9941365,0.001968028,0.000189921,0.001356567,0.0000283706,0.00003426925,0.0004816318,0.0000056626,0.001799061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9308982,"threshold_uncertainty_score":0.5013711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068933837339168,"score_gpt":0.3661268445793047,"score_spread":0.355437506205913,"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."}}