{"id":"W4402576361","doi":"10.1111/his.15322","title":"Time requirements for diagnosing mesothelioma <i>in situ</i>","year":2024,"lang":"en","type":"letter","venue":"Histopathology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Mesothelioma; In situ; Medicine; Computer science; Pathology; Geography; Meteorology","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":[0.009748331,0.0005350913,0.0009214024,0.001652353,0.0009796326,0.002385472,0.00179949,0.003104582,0.00420884],"category_scores_gemma":[0.0597823,0.0004113496,0.0009022231,0.0009333991,0.001069888,0.002368173,0.001164991,0.004897893,0.00381117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002563236,"about_ca_system_score_gemma":0.001485484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003703996,"about_ca_topic_score_gemma":0.006583226,"domain_scores_codex":[0.9904022,0.003138255,0.002102738,0.0007935243,0.003061102,0.0005021423],"domain_scores_gemma":[0.9412252,0.03179241,0.005772216,0.001670627,0.01662256,0.002917026],"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":[0.002152458,0.000107055,0.03728001,0.002656484,0.0001289722,0.01188609,0.001071464,0.001901363,0.02770207,0.006980486,0.5855276,0.322606],"study_design_scores_gemma":[0.0001479907,0.001664548,0.08115548,0.002788353,0.0002528043,0.0465535,0.002925906,0.004497087,0.02462692,0.009146792,0.8258318,0.0004087912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06033041,0.135576,0.04108743,0.6378796,0.07732984,0.0005911859,0.001438548,0.002759437,0.04300755],"genre_scores_gemma":[0.5501748,0.06799855,0.1048479,0.1960282,0.05905013,0.001378978,0.00300317,0.001463374,0.016055],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009748331,"threshold_uncertainty_score":0.05155468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0218090985965185,"score_gpt":0.2833096772378224,"score_spread":0.2615005786413039,"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."}}