{"id":"W2736333566","doi":"10.1503/cmaj.161519","title":"Metastatic lung cancer presenting as cutaneous nodules","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wheeze; Medicine; Dry cough; Emergency department; Lung cancer; Chest pain; Lung; Cancer; Productive Cough; Radiology; Surgery; Dermatology; Pathology; Internal medicine; Respiratory system","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":[0.0001995296,0.001383725,0.000951985,0.001540478,0.00170978,0.001072788,0.0007968124,0.002878377,0.004279895],"category_scores_gemma":[0.001604805,0.0006874045,0.0006010377,0.001453624,0.0006868669,0.00118084,0.0008350055,0.001935018,0.001304658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031901,"about_ca_system_score_gemma":0.0006312919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006460413,"about_ca_topic_score_gemma":0.009510494,"domain_scores_codex":[0.9996222,0.00002884782,0.00002649781,0.00008829755,0.00008584536,0.0001483876],"domain_scores_gemma":[0.9994769,0.00008522406,0.00007107304,0.00002888949,0.00006014601,0.000277772],"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":[0.0000333514,0.00003791689,0.008030774,0.00003280739,0.000005875919,0.9885995,0.00006753425,0.0000567975,0.001069564,0.0001006871,0.0007037736,0.001261472],"study_design_scores_gemma":[0.00001201109,0.00006148762,0.009275016,0.00002580191,0.00001141205,0.9894131,0.0001112387,0.0001876691,0.0001857309,0.0001104589,0.0005978879,0.000008116299],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9259639,0.01069785,0.002872934,0.005998535,0.0008126108,0.0004811122,0.001172592,0.0003668774,0.05163354],"genre_scores_gemma":[0.9928482,0.002415919,0.0007619039,0.001035713,0.0007875405,0.00002406646,0.0002149507,0.00001736639,0.001894414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006460413,"threshold_uncertainty_score":0.01431763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395604048892908,"score_gpt":0.3195174742623535,"score_spread":0.3055614337734244,"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."}}