{"id":"W1943686531","doi":"10.26443/mjm.v10i2.645","title":"Interventional Radiology: From Idea to Device to Patient","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; General surgery; Radiology; Medical physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003984631,0.0006245723,0.000786518,0.001251303,0.001546356,0.003800609,0.001117947,0.004764608,0.1801345],"category_scores_gemma":[0.02130969,0.0003404662,0.0006028394,0.0007340054,0.001760242,0.00260167,0.002342109,0.003116566,0.09504139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001818371,"about_ca_system_score_gemma":0.004273868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001501935,"about_ca_topic_score_gemma":0.004928171,"domain_scores_codex":[0.9964607,0.0009104687,0.0004904288,0.0003402895,0.001378743,0.00041929],"domain_scores_gemma":[0.9821436,0.003018333,0.002001934,0.001542124,0.005649463,0.005644514],"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":[0.0002140927,0.000058442,0.0009432838,0.0006379958,0.00001628137,0.0004253527,0.0000461326,0.00005301744,0.0006126425,0.003738674,0.8409985,0.1522555],"study_design_scores_gemma":[0.00006457942,0.00008813586,0.001169277,0.001456775,0.00001686219,0.001777902,0.00009247241,0.00007514291,0.0002226791,0.001997597,0.9930177,0.00002092155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.003378875,0.03646123,0.003827595,0.1597953,0.1397612,0.0003374002,0.0008752011,0.001237876,0.6543254],"genre_scores_gemma":[0.04949844,0.05486751,0.006024376,0.216099,0.1001232,0.0006388732,0.001035831,0.001506093,0.5702066],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1801345,"threshold_uncertainty_score":0.60261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05837063592838104,"score_gpt":0.3174067925021359,"score_spread":0.2590361565737548,"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."}}