{"id":"W4413398824","doi":"10.53350/pjmhs02024186.ed1","title":"Global Evaluation of Medical College Admission: The Policies and Procedures","year":2024,"lang":"en","type":"article","venue":"Pakistan Journal of Medical & Health Sciences","topic":"Medical Education and Admissions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Business; Medicine","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":[0.063136,0.0005439247,0.001074967,0.007832146,0.002207376,0.004446321,0.002658255,0.001273422,0.01553753],"category_scores_gemma":[0.0889568,0.0005058776,0.001374484,0.006620436,0.002541205,0.003121982,0.004934914,0.002309959,0.005710189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006414327,"about_ca_system_score_gemma":0.0284504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008577015,"about_ca_topic_score_gemma":0.01319882,"domain_scores_codex":[0.9497375,0.02629571,0.00983327,0.001624899,0.009663832,0.002844831],"domain_scores_gemma":[0.9137332,0.01093427,0.01142209,0.007229839,0.0471367,0.009543858],"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":[0.001498277,0.002285657,0.3269939,0.001605051,0.0001224309,0.0002747648,0.00643774,0.0009063326,0.0006245419,0.01584366,0.1137696,0.529638],"study_design_scores_gemma":[0.0002538841,0.002219055,0.63942,0.003634012,0.0001307189,0.0005239816,0.01506864,0.004236984,0.002003007,0.00535855,0.326896,0.0002550528],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3196109,0.006425467,0.04056192,0.04513713,0.002566935,0.1997065,0.02839805,0.001499086,0.3560941],"genre_scores_gemma":[0.5971935,0.006710108,0.1576448,0.008739487,0.001751086,0.1344961,0.0244323,0.00073552,0.06829718],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.063136,"threshold_uncertainty_score":0.3338991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08736847344783533,"score_gpt":0.5304450133470922,"score_spread":0.4430765398992568,"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."}}