{"id":"W2943960627","doi":"10.1158/1538-7445.sabcs18-p2-07-02","title":"Abstract P2-07-02: A newly derived combined clinical treatment score and immunohistochemical-4 prognostic tool","year":2019,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research; Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Oncology; Internal medicine; Exemestane; Tamoxifen; Proportional hazards model; Breast cancer; Cohort; Cancer","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":[0.00339585,0.0008830345,0.001158711,0.001187229,0.0001486759,0.001181246,0.001014885,0.0004840338,0.003591349],"category_scores_gemma":[0.008882199,0.0002426538,0.001132859,0.0006771733,0.0002534771,0.0005163591,0.0009258487,0.001023131,0.000951618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008401449,"about_ca_system_score_gemma":0.001166429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003143208,"about_ca_topic_score_gemma":0.002935098,"domain_scores_codex":[0.9984864,0.0006527155,0.0001025936,0.0002856242,0.0004029914,0.0000696459],"domain_scores_gemma":[0.9964175,0.001625813,0.000615728,0.0002661282,0.0008016795,0.0002731287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007144325,0.0008263395,0.5478178,0.0003213654,0.002093782,0.0002628923,0.00004870403,0.1658448,0.004741286,0.001642804,0.01651601,0.2527399],"study_design_scores_gemma":[0.0009044495,0.001832667,0.1062941,0.00005203373,0.0006308285,0.0004454967,0.00002696986,0.881398,0.002230141,0.002392489,0.003710613,0.00008221371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7878672,0.001185724,0.188127,0.002342673,0.00037908,0.001012817,0.01044345,0.001413901,0.007228192],"genre_scores_gemma":[0.9559609,0.0001648925,0.03519103,0.0002506195,0.0001854931,0.0004041519,0.005857218,0.00009694845,0.001888629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003591349,"threshold_uncertainty_score":0.01795924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07046322590671575,"score_gpt":0.4084744680324321,"score_spread":0.3380112421257164,"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."}}