{"id":"W4206311031","doi":"10.1016/s0002-9440(21)00400-4","title":"Meeting Abstracts","year":2021,"lang":"en","type":"article","venue":"American Journal Of Pathology","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009353773,0.001366141,0.0005557151,0.002194019,0.001169666,0.00317614,0.001143397,0.002122036,0.6738982],"category_scores_gemma":[0.003126854,0.0003305499,0.0006416842,0.000989329,0.0002341267,0.0009670006,0.001807257,0.0016822,0.5341225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008324034,"about_ca_system_score_gemma":0.001882156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001318664,"about_ca_topic_score_gemma":0.00332302,"domain_scores_codex":[0.9992954,0.00009150863,0.00004017437,0.0001108919,0.0003543225,0.0001077472],"domain_scores_gemma":[0.9974643,0.0001815706,0.0001223502,0.0001123396,0.001300946,0.0008184483],"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":[0.00006793481,0.00002727699,0.0001225889,0.0001387482,0.000004335896,0.0000650316,0.00000795083,0.00003388589,0.0004134306,0.0003249292,0.9539256,0.04486827],"study_design_scores_gemma":[0.00001884038,0.00001727498,0.0004625572,0.00006733891,0.000003505864,0.00007075449,0.00002487139,0.00003873138,0.0001006791,0.0002720379,0.99892,0.000003471466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001858332,0.009897357,0.002277682,0.02403744,0.09780069,0.0009236051,0.006502084,0.001257444,0.8554453],"genre_scores_gemma":[0.004131629,0.003104927,0.0006776061,0.004258476,0.01645023,0.0002852223,0.003141722,0.0002416595,0.9677086],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3261018,"threshold_uncertainty_score":0.4651446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01154761601033152,"score_gpt":0.300216947761054,"score_spread":0.2886693317507225,"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."}}