{"id":"W3096271945","doi":"10.4081/monaldi.2020.1459","title":"Multiple pulmonary nodules presenting a difficult diagnostic challenge","year":2020,"lang":"en","type":"article","venue":"Monaldi Archives for Chest Disease","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Christie (Canada)","funders":"","keywords":"Medicine; Anaplastic lymphoma kinase; ARDS; Autopsy; Anaplastic large-cell lymphoma; Granulomatosis with polyangiitis; Respiratory failure; Lymphoma; Oxygen therapy; Diffuse alveolar hemorrhage; Internal medicine; Lung; Pathology; Vasculitis; Lung cancer; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0005504733,0.002016885,0.001099351,0.00210542,0.001605605,0.001692684,0.0009136503,0.004322896,0.004695597],"category_scores_gemma":[0.003343913,0.0009444337,0.0006576054,0.001133375,0.001118825,0.002411903,0.001362103,0.002703943,0.002130922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006093712,"about_ca_system_score_gemma":0.0004373175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008811145,"about_ca_topic_score_gemma":0.00125954,"domain_scores_codex":[0.9991572,0.0001118965,0.00008386395,0.0002355251,0.0001287225,0.0002827832],"domain_scores_gemma":[0.9983832,0.0005195128,0.0003476218,0.0001451496,0.0001221423,0.0004824617],"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":[0.00003827735,0.00002452853,0.007862585,0.00004747933,0.000008615112,0.9874927,0.00006378759,0.00008888742,0.000742038,0.0001951526,0.0006028979,0.002833111],"study_design_scores_gemma":[0.000006066739,0.00001950965,0.001601402,0.00002102489,0.000006249071,0.9972271,0.00005989422,0.0001471647,0.000151697,0.0001736447,0.0005814483,0.000004814901],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8553932,0.03813988,0.02446178,0.0177582,0.001684105,0.0004965243,0.001075327,0.0009099795,0.06008096],"genre_scores_gemma":[0.9843298,0.003817383,0.005059502,0.002416031,0.002318797,0.00004469447,0.0001929361,0.00004212381,0.001778737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004695597,"threshold_uncertainty_score":0.01570833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03016287177602154,"score_gpt":0.2523279926427473,"score_spread":0.2221651208667258,"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."}}