{"id":"W4240491412","doi":"10.1515/pp-2018-7007","title":"I.e) Pathology of peritoneal disease free papers","year":2018,"lang":"en","type":"article","venue":"Pleura and Peritoneum","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Medicine; Disease; Pathology","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":[0.002073487,0.0004348806,0.0002764991,0.008259266,0.0006119816,0.002901245,0.0004620198,0.0005410332,0.02164725],"category_scores_gemma":[0.004609795,0.0001722252,0.0005648938,0.004061794,0.0006950533,0.001165321,0.001181375,0.0004102122,0.009929108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004838452,"about_ca_system_score_gemma":0.000608945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005543156,"about_ca_topic_score_gemma":0.0006644942,"domain_scores_codex":[0.9984512,0.0002560445,0.0003784221,0.0002629595,0.0004312776,0.0002201711],"domain_scores_gemma":[0.9958577,0.0007581668,0.0009414379,0.0006964332,0.001275265,0.0004711094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001578033,0.0002713717,0.321775,0.003881462,0.0004312365,0.008590552,0.001846403,0.0002916587,0.05626767,0.0157287,0.1071585,0.4821795],"study_design_scores_gemma":[0.00006590193,0.0002592013,0.2404641,0.0009088055,0.0002642957,0.02840504,0.001248331,0.0003585078,0.01757906,0.00545179,0.7049422,0.0000527944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3878528,0.08051461,0.02452436,0.00704646,0.00949555,0.001105112,0.03830203,0.002303751,0.4488554],"genre_scores_gemma":[0.7811918,0.02295435,0.02723106,0.002241362,0.004104247,0.0003829488,0.01784554,0.0005957696,0.1434529],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02164725,"threshold_uncertainty_score":0.07241726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008864459514254333,"score_gpt":0.2463573934043276,"score_spread":0.2374929338900733,"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."}}