{"id":"W7020770432","doi":"","title":"Mammographic screening: evidence from randomised controlled trials","year":2003,"lang":"en","type":"article","venue":"RePub (Erasmus University, Rotterdam)","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Clinical trial; Randomized controlled trial; Cancer; Mammography; Outcome (game theory); Quality of life (healthcare)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003330802,0.0003884802,0.002139935,0.0004636916,0.0003133178,0.00009374526,0.0003416673,0.0002437206,0.001725765],"category_scores_gemma":[0.004832418,0.0003367016,0.001199716,0.0007621853,0.0001516469,0.0004688777,0.00009435077,0.0004150528,0.00005566599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001973682,"about_ca_system_score_gemma":0.0003078933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008765361,"about_ca_topic_score_gemma":0.00006932911,"domain_scores_codex":[0.9957723,0.001312928,0.0008020753,0.0007205816,0.0008229395,0.0005691675],"domain_scores_gemma":[0.9956595,0.00222043,0.000547712,0.0007384103,0.0003601161,0.0004738247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.3423109,0.0009436701,0.4853903,0.0002609077,0.009251215,0.009517617,0.002419206,0.0005544801,0.06051696,0.003215372,0.0674531,0.01816627],"study_design_scores_gemma":[0.7944173,0.001798441,0.08247107,0.004481701,0.009419285,0.0004843075,0.005483109,0.001151462,0.009097865,0.001250248,0.08764672,0.002298504],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568293,0.003232114,0.01236575,0.002380557,0.0005141329,0.003291242,0.00003377226,0.0002927142,0.02106043],"genre_scores_gemma":[0.9906186,0.000804496,0.004427125,0.001032723,0.0002524182,0.00001223633,0.00002430779,0.00002867706,0.002799371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4521064,"threshold_uncertainty_score":0.9999085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1395851843581041,"score_gpt":0.3313454615518137,"score_spread":0.1917602771937096,"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."}}