{"id":"W4403271274","doi":"10.1017/cjn.2024.296","title":"Avoiding Cognitive Bias in Radiology: New Brain Lesions in Homeopathically Treated Breast Cancer Patient","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Health Sciences Centre; University Health Network","funders":"","keywords":"Medicine; Breast cancer; Cognition; Radiology; Cancer; Medical physics; Oncology; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003017414,0.0002921116,0.0003876156,0.0008536648,0.00126776,0.0007401663,0.0005559066,0.001217471,0.003107922],"category_scores_gemma":[0.003778871,0.0001817303,0.0002750333,0.0007491733,0.0006283018,0.0007767865,0.0003664732,0.001188466,0.000496532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045035,"about_ca_system_score_gemma":0.0009476525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008760232,"about_ca_topic_score_gemma":0.01119034,"domain_scores_codex":[0.9997548,0.0000427239,0.00003096203,0.00003449535,0.000049618,0.0000873333],"domain_scores_gemma":[0.9991915,0.000310051,0.0002055711,0.00003764281,0.00008605733,0.0001692584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0004689574,0.0007806121,0.4315144,0.0002416075,0.00006322092,0.5269668,0.002400957,0.0004590676,0.001954867,0.0005209001,0.007643271,0.02698536],"study_design_scores_gemma":[0.00006235244,0.0004370166,0.2747407,0.0002610566,0.0001169535,0.7137286,0.0027433,0.001308079,0.001525288,0.001988095,0.003024667,0.00006385044],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822921,0.001529206,0.00023178,0.005761169,0.00007525605,0.00004353858,0.0001264079,0.00002944839,0.009911103],"genre_scores_gemma":[0.9967889,0.0007858503,0.0003184881,0.001058522,0.0001153337,0.000008728734,0.00006257871,0.000007410822,0.0008542055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008760232,"threshold_uncertainty_score":0.0174185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06799239475659959,"score_gpt":0.3419695434407444,"score_spread":0.2739771486841449,"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."}}