{"id":"W2163361764","doi":"10.1046/j.1365-2923.2001.01090.x","title":"A schematic approach to diagnosing and resolving lecturalgia","year":2001,"lang":"en","type":"article","venue":"Medical Education","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Schematic; Judgement; Presentation (obstetrics); License; Expert opinion; Subcategory; Point (geometry); Curriculum; Psychology; Medical education; Clinical judgement; Computer science; Medicine; Pedagogy; Family medicine; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01143472,0.001761415,0.0006995068,0.01104667,0.002731738,0.005435425,0.003968542,0.005135363,0.0101809],"category_scores_gemma":[0.02515942,0.0006934924,0.00126093,0.002365194,0.008991078,0.007114874,0.004500351,0.004505432,0.004325294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005456329,"about_ca_system_score_gemma":0.009177016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003103505,"about_ca_topic_score_gemma":0.007831305,"domain_scores_codex":[0.9887447,0.007266324,0.001184059,0.0007130029,0.001739456,0.0003523751],"domain_scores_gemma":[0.9869792,0.004963074,0.001555161,0.0008511493,0.004696418,0.0009548952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000467674,0.000761736,0.01587371,0.005293339,0.00013881,0.004446947,0.0217996,0.005089279,0.009464147,0.3087951,0.09196743,0.5359021],"study_design_scores_gemma":[0.0002715634,0.001176385,0.01344127,0.00464789,0.0003540909,0.01868661,0.02071615,0.02060423,0.006283239,0.3953576,0.518112,0.0003489491],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01563009,0.006818601,0.8078378,0.07820442,0.002564473,0.004763139,0.0007893684,0.002278046,0.08111403],"genre_scores_gemma":[0.07126948,0.003346182,0.9105615,0.005050908,0.0003365033,0.001497516,0.0003975889,0.00007685793,0.007463431],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01143472,"threshold_uncertainty_score":0.06047332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02049714229768936,"score_gpt":0.3604846469119443,"score_spread":0.339987504614255,"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."}}