{"id":"W2791357265","doi":"10.1111/his.13468","title":"Malignant mesothelioma <i>in situ</i>","year":2018,"lang":"en","type":"article","venue":"Histopathology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Vancouver General Hospital; Memorial University of Newfoundland; University of British Columbia","funders":"","keywords":"Pathology; Fluorescence in situ hybridization; Mesothelioma; Mesothelial Cell; Malignancy; Biopsy; Immunostaining; Medicine; Mesothelium; Ascites; Immunohistochemistry; Biology; Gastroenterology","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":[0.0002369423,0.0005585851,0.0001671852,0.0004136565,0.0002963417,0.0005813725,0.0002456862,0.0006298675,0.001096249],"category_scores_gemma":[0.0009904116,0.0002115684,0.0002866348,0.0002336252,0.0005807376,0.0003619227,0.0003448091,0.0003985441,0.0004836762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001999164,"about_ca_system_score_gemma":0.0001004008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002093962,"about_ca_topic_score_gemma":0.0002442654,"domain_scores_codex":[0.999817,0.00002347415,0.00002403513,0.00004262001,0.000041894,0.00005106028],"domain_scores_gemma":[0.9993399,0.00014312,0.0003088251,0.00007783986,0.00004967277,0.00008067632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000699012,0.00006492883,0.3387254,0.0009496667,0.0001436458,0.3276856,0.001191116,0.0005428477,0.3004384,0.001543259,0.001315014,0.0267011],"study_design_scores_gemma":[0.00002837372,0.0003911779,0.1252284,0.00007509519,0.0001174623,0.8028253,0.0004943243,0.0007635051,0.06228822,0.0005534588,0.007218381,0.000016288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989027,0.002986449,0.002478426,0.0002831676,0.00005596839,0.00003193734,0.0001042326,0.0001765778,0.00485622],"genre_scores_gemma":[0.9987481,0.0003299851,0.0005365835,0.00004056485,0.00003601312,0.000003208487,0.00004641226,0.000006770145,0.0002524408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001096249,"threshold_uncertainty_score":0.003667295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01103053732345585,"score_gpt":0.2573915326338319,"score_spread":0.246360995310376,"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."}}