{"id":"W2790395058","doi":"10.1101/243477","title":"BAP1 Loss Predicts Therapeutic Vulnerability in Malignant Peritoneal Mesothelioma","year":2018,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Mount Sinai Hospital; University of British Columbia","funders":"BC Cancer Foundation; Mitacs","keywords":"Peritoneal mesothelioma; Mesothelioma; Immune system; Disease; Immune checkpoint; Cytoreductive surgery; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005271565,0.000284659,0.0003544556,0.001055398,0.0003059276,0.0009121791,0.0003156355,0.0004420688,0.002324339],"category_scores_gemma":[0.001336146,0.0001584471,0.0003098838,0.0006519877,0.0003407104,0.0003529924,0.0006624871,0.0005522041,0.0004032754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000307189,"about_ca_system_score_gemma":0.0001629905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003852375,"about_ca_topic_score_gemma":0.0003788277,"domain_scores_codex":[0.9997229,0.00004525957,0.00002621688,0.00009957662,0.00006352855,0.00004254522],"domain_scores_gemma":[0.9991166,0.000194577,0.0003742953,0.0001004495,0.00008980568,0.0001242332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001291483,0.00008162338,0.8634133,0.0001454041,0.0002458195,0.0004385283,0.0001007001,0.0009365368,0.1157537,0.0001810352,0.0006075119,0.01680457],"study_design_scores_gemma":[0.00002882215,0.0001995638,0.9655094,0.00002743227,0.0002034004,0.002135563,0.0002699154,0.002537455,0.02546988,0.0009622712,0.002641804,0.00001446277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959238,0.001376566,0.0007465243,0.000167555,0.000008686082,0.00001457064,0.001056578,0.00003647392,0.0006694009],"genre_scores_gemma":[0.998726,0.0001907597,0.0003123184,0.00002685425,0.000008239849,0.000007250659,0.0005897114,0.000005675855,0.0001333916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002324339,"threshold_uncertainty_score":0.007775724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631470671087259,"score_gpt":0.2485447842413789,"score_spread":0.2322300775305063,"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."}}