{"id":"W1848212714","doi":"10.1152/advances.2001.25.2.2","title":"DESIGN AND EVALUATION OF A NATIONAL SET OF LEARNING OBJECTIVES: THE MEDICAL PHYSIOLOGY LEARNING OBJECTIVES PROJECT","year":2001,"lang":"en","type":"article","venue":"AJP Advances in Physiology Education","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Set (abstract data type); Physiology; Human physiology; Psychology; Medicine; Computer science; Internal 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":[0.1236064,0.001485493,0.001861587,0.003541357,0.002798392,0.00439438,0.002662631,0.001982305,0.005857856],"category_scores_gemma":[0.1576875,0.001532761,0.00171824,0.00170351,0.002743686,0.003313317,0.005928391,0.003608457,0.001703477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007642347,"about_ca_system_score_gemma":0.02265848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001579223,"about_ca_topic_score_gemma":0.002607145,"domain_scores_codex":[0.9275129,0.04811793,0.006728787,0.003495903,0.01189261,0.002251929],"domain_scores_gemma":[0.8705498,0.05462807,0.008798942,0.006827102,0.04779927,0.01139682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02870046,0.1022166,0.05945419,0.00490226,0.0005914072,0.0005002979,0.01989214,0.01804991,0.00541072,0.01614206,0.02295182,0.7211882],"study_design_scores_gemma":[0.08421312,0.2689375,0.2357588,0.004556458,0.001964903,0.0003860553,0.03431087,0.06947934,0.0502491,0.02914756,0.2196598,0.001336521],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5388686,0.0003213605,0.05877126,0.001211707,0.0005749904,0.3804713,0.002406398,0.0006306509,0.01674372],"genre_scores_gemma":[0.1767993,0.0002888561,0.2286474,0.0004979876,0.00007787675,0.5853413,0.002283298,0.0001728159,0.005891183],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1236064,"threshold_uncertainty_score":0.6537011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01839656738234239,"score_gpt":0.3285496860568197,"score_spread":0.3101531186744773,"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."}}