{"id":"W4223520062","doi":"10.2460/javma.20.06.0358","title":"Pathology in Practice","year":2022,"lang":"en","type":"article","venue":"Journal of the American Veterinary Medical Association","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Optech (Canada)","funders":"","keywords":"Medicine; Pathology; Psychology","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":[0.006087502,0.0006910326,0.0004053651,0.003598205,0.001556172,0.004237686,0.001180131,0.002967631,0.2134287],"category_scores_gemma":[0.02574919,0.000593891,0.0003378394,0.002431009,0.001502695,0.003117949,0.005350029,0.005065174,0.1608661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001446882,"about_ca_system_score_gemma":0.009760173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001884052,"about_ca_topic_score_gemma":0.007225506,"domain_scores_codex":[0.9961922,0.001106354,0.000337661,0.0005182974,0.001467272,0.0003782779],"domain_scores_gemma":[0.9678119,0.00307534,0.002764921,0.002542371,0.01367973,0.01012583],"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":[0.00003103623,0.00008123204,0.001600654,0.0002159037,0.000006837739,0.0003842918,0.0001908237,0.00009774338,0.0006173173,0.001886624,0.8681697,0.1267177],"study_design_scores_gemma":[0.00001166174,0.00002296602,0.001996833,0.0004485111,0.000003243227,0.001616297,0.0004113177,0.00008619427,0.0001761576,0.00250146,0.9927167,0.000008559804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.006829326,0.02598483,0.02500975,0.2246682,0.04471589,0.001104926,0.002558149,0.0052759,0.663853],"genre_scores_gemma":[0.05105841,0.02893197,0.04539525,0.07644432,0.02861219,0.001096365,0.003469289,0.002038235,0.7629541],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2134287,"threshold_uncertainty_score":0.7139901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03654242240347646,"score_gpt":0.4030180926736168,"score_spread":0.3664756702701403,"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."}}