{"id":"W2122461116","doi":"10.1152/advan.00030.2004","title":"The targeted oral","year":2004,"lang":"en","type":"review","venue":"AJP Advances in Physiology Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Calgary","funders":"","keywords":"Medical education; Oral examination; Mathematics education; Psychology; Medicine; Dentistry; Oral health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003491844,0.0002914315,0.0008519547,0.0002767667,0.0001620273,0.00001213723,0.0002843251,0.00033963,0.00006682627],"category_scores_gemma":[0.001057836,0.0001894791,0.000152243,0.001124822,0.000340381,0.0001547128,0.00003850935,0.0008479854,0.0001654878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007811477,"about_ca_system_score_gemma":0.003336441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001438775,"about_ca_topic_score_gemma":0.000009212258,"domain_scores_codex":[0.9981498,0.0001587842,0.0007486887,0.0004273152,0.0001825155,0.0003329146],"domain_scores_gemma":[0.998526,0.0001930097,0.000419976,0.0006342137,0.0001924295,0.00003437267],"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":[0.00000812176,0.0002459468,0.000005642188,0.004638887,0.00002441869,4.027742e-7,0.00005175096,0.000001812882,0.00000149596,0.003671224,0.002115592,0.9892347],"study_design_scores_gemma":[0.0001544266,0.00005800425,0.0002009592,0.007234398,0.0001508638,0.00003472809,0.0001520354,0.000002068125,0.000001214719,0.006401193,0.985447,0.0001631427],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005540421,0.9919301,0.0000180458,0.0005467788,0.005168235,0.001037914,0.00000213561,0.00003972664,0.001201608],"genre_scores_gemma":[0.00007767498,0.9942734,0.001689186,0.0005382026,0.0007894124,0.0009868867,0.0009195048,0.00004052726,0.0006852418],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9890715,"threshold_uncertainty_score":0.7726735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01835435619855573,"score_gpt":0.4271028762348347,"score_spread":0.4087485200362789,"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."}}