{"id":"W2143152480","doi":"10.1186/bcr2167","title":"Extended follow-up of breast cancer patients in clinic wastes time for both patients and doctors: the case for","year":2008,"lang":"en","type":"article","venue":"Breast Cancer Research","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tamoxifen; Breast cancer; Surgical oncology; Randomized controlled trial; Mastectomy; Oncology; Clinical trial; Cancer; Internal medicine; Adjuvant therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008412816,0.000191556,0.0004372608,0.0001952727,0.0002912875,0.00002262956,0.00020822,0.0001121386,0.000253245],"category_scores_gemma":[0.0002145624,0.0001342897,0.0001353783,0.0004736535,0.0003515997,0.0001807485,0.0001213936,0.0002835833,0.000004934015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003532876,"about_ca_system_score_gemma":0.0006163308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01446164,"about_ca_topic_score_gemma":0.002286819,"domain_scores_codex":[0.9975427,0.0001154226,0.0004955909,0.0004620586,0.000685402,0.0006987822],"domain_scores_gemma":[0.997651,0.0004391104,0.000135298,0.0003005408,0.001262094,0.0002119124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01081069,0.0004818492,0.9074306,0.0004255233,0.0001422412,0.00006317168,0.001124955,0.000005228574,0.0002545103,0.00002418322,0.02099425,0.05824275],"study_design_scores_gemma":[0.01159458,0.0008713747,0.9842126,0.0006530291,0.00006842235,0.0002860968,0.0004538812,0.0003829148,0.0002738337,0.0001007429,0.0009117434,0.0001907744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936051,0.000670453,0.000005767772,0.001319826,0.000155209,0.002219299,0.001873472,0.00001305818,0.0001378466],"genre_scores_gemma":[0.9970545,0.0003911774,0.0000830853,0.000196112,0.0002440535,0.001018072,0.00004441745,0.0000372547,0.0009313494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07678196,"threshold_uncertainty_score":0.9921011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1238624981118461,"score_gpt":0.4297406634069449,"score_spread":0.3058781652950988,"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."}}