{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001959663,0.00007178823,0.0003659463,0.00006926103,0.00002115573,0.000003728017,0.00005238189,0.0000216763,0.00007274267],"category_scores_gemma":[0.000235503,0.00006023646,0.00009676225,0.0001689249,0.0002124926,0.00004714975,0.00001715067,0.0002379651,0.00001173324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004570238,"about_ca_system_score_gemma":0.0002040241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003306072,"about_ca_topic_score_gemma":0.000001575449,"domain_scores_codex":[0.9992115,0.00006908903,0.0003243356,0.00009310253,0.0001363768,0.0001655904],"domain_scores_gemma":[0.9989461,0.00008163859,0.0004314006,0.000129152,0.0003037734,0.0001079807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004759612,0.0002353782,0.01779365,0.00002005157,0.0001815025,0.03016496,0.001156047,0.0002308314,0.3469006,0.0001261488,0.0001034297,0.6026114],"study_design_scores_gemma":[0.005202106,0.004619754,0.380355,0.0005053406,0.0003735061,0.3796277,0.01208659,0.00001163435,0.1437213,0.002325398,0.07077021,0.0004014767],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919181,0.001195862,0.001046168,0.002517014,0.0001881308,0.00001912304,0.000001120187,0.000009250316,0.003105161],"genre_scores_gemma":[0.9673655,0.00008829819,0.03037617,0.001726302,0.000316873,5.826773e-7,7.943707e-7,0.00001401987,0.0001114373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6022099,"threshold_uncertainty_score":0.2456372,"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."}}