{"id":"W3094655505","doi":"","title":"What every teacher needs to know about clinical reasoning","year":2005,"lang":"en","type":"article","venue":"Educación Médica","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"sort; Context (archaeology); Psychology; Core (optical fiber); Medical education; Computer science; Medicine; Information retrieval","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":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001359483,0.0002833761,0.0006810273,0.0001999989,0.0001176746,0.0001256692,0.0002293734,0.0003383644,0.002831584],"category_scores_gemma":[0.04707655,0.0002432888,0.0003730178,0.0004988036,0.0001701414,0.0002187723,0.0001233994,0.0008033726,0.004208291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001176426,"about_ca_system_score_gemma":0.0005220732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003809342,"about_ca_topic_score_gemma":0.000009235471,"domain_scores_codex":[0.9972917,0.0001420649,0.0008521772,0.0005642117,0.0005065939,0.0006432261],"domain_scores_gemma":[0.992833,0.004695115,0.0001329939,0.0008183575,0.0001488,0.001371804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002269437,0.001349761,0.09498855,0.00001046343,0.00008554683,0.00003815828,0.0006934043,0.000009490694,0.00003132077,0.0003377954,0.4739099,0.4283187],"study_design_scores_gemma":[0.001675196,0.0005743632,0.1838779,0.004411867,0.0002014469,0.00009439787,0.0009578234,0.0000987032,0.0001158802,0.00004884339,0.8075957,0.0003479634],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9000853,0.005584809,0.0001080729,0.06696919,0.003790396,0.0004699196,0.00000352374,0.0002691577,0.02271958],"genre_scores_gemma":[0.8794802,0.002441262,0.00864776,0.02423628,0.009501019,0.00006339852,0.00003850088,0.00008805527,0.07550349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4279707,"threshold_uncertainty_score":0.99808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02821328677442417,"score_gpt":0.384265165755703,"score_spread":0.3560518789812788,"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."}}