{"id":"W2921496966","doi":"10.5206/uwomj.v85i2.4155","title":"When the story doesn’t fit","year":2016,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Medicine; Medical diagnosis; Amputation; Physical examination; Lesion; Case presentation; Active listening; Medical history; Surgery; General surgery; Radiology; Psychology; Psychotherapist","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001114452,0.0007212163,0.0006138362,0.0005906879,0.005206403,0.003550462,0.0006477581,0.00542793,0.009790281],"category_scores_gemma":[0.01035076,0.0002638977,0.0006868869,0.000310945,0.003371876,0.008535315,0.003297139,0.0086751,0.004019856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001658953,"about_ca_system_score_gemma":0.00116325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00208351,"about_ca_topic_score_gemma":0.004133183,"domain_scores_codex":[0.9984413,0.0006538517,0.0000787317,0.0001190966,0.0004033672,0.0003036841],"domain_scores_gemma":[0.9971361,0.0009649441,0.0004081743,0.0001007466,0.0004782196,0.0009117877],"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":[0.0002100481,0.0002180687,0.02301038,0.0005575263,0.0001330879,0.2376955,0.03270962,0.0001968023,0.002178079,0.01790985,0.5993986,0.08578251],"study_design_scores_gemma":[0.00002672046,0.0002776551,0.005617119,0.001472391,0.00006046732,0.2654352,0.06878541,0.0003399905,0.0007861895,0.01744452,0.6396357,0.0001185539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.09141345,0.03197485,0.003361164,0.7343712,0.03959548,0.0001283078,0.0002214791,0.0003372543,0.09859692],"genre_scores_gemma":[0.5302671,0.02394847,0.003410497,0.3559304,0.01601031,0.00008532505,0.0002396321,0.0002700942,0.06983811],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009790281,"threshold_uncertainty_score":0.03275174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498244081324348,"score_gpt":0.2093115399698554,"score_spread":0.1943290991566119,"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."}}