{"id":"W2081689365","doi":"10.1503/cmaj.080316","title":"Imagined illnesses can cause real problems for medical students","year":2008,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Empathy and Medical Education","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amyotrophic lateral sclerosis; Weakness; Disease; Psychiatry; Medicine; Brain disease; Physical medicine and rehabilitation; Surgery; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002808227,0.0001745881,0.0003965228,0.0002290507,0.0004961222,0.00005217795,0.0003643569,0.0006049678,0.00345404],"category_scores_gemma":[0.01236894,0.0001473006,0.0001586768,0.0002850351,0.0001295995,0.0001072882,0.00002113136,0.001158045,0.00005828851],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001443913,"about_ca_system_score_gemma":0.01757847,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006518096,"about_ca_topic_score_gemma":0.03188787,"domain_scores_codex":[0.9939845,0.0001247715,0.0006806699,0.0002372137,0.004241696,0.000731146],"domain_scores_gemma":[0.9927878,0.0003161507,0.0002255157,0.0001437678,0.0008454344,0.005681363],"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":[0.00006115047,0.0004723385,0.3062843,0.00009807896,0.0004456112,0.002246201,0.0133788,9.963834e-7,0.00001227656,0.0001592609,0.6507549,0.02608608],"study_design_scores_gemma":[0.01021527,0.0005380938,0.319326,0.0007021925,0.0002815182,0.008835444,0.004046532,0.0003574232,0.00006082228,0.0003535136,0.6547871,0.0004960571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8357833,0.0002054932,0.0001581176,0.1587753,0.002928987,0.0005076673,0.0000344099,0.00005091922,0.001555794],"genre_scores_gemma":[0.9515771,0.001980227,0.000215681,0.03602893,0.006096156,0.0000873937,0.0001291011,0.00004477498,0.00384059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1227464,"threshold_uncertainty_score":0.9974569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01567510635912165,"score_gpt":0.3075923400465394,"score_spread":0.2919172336874177,"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."}}