{"id":"W2152983225","doi":"10.1002/hast.314","title":"When Evidence Is Contested","year":2014,"lang":"en","type":"article","venue":"The Hastings Center Report","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mammography; Medicine; Value (mathematics); Breast cancer; Family medicine; Breast cancer screening; Gynecology; Cancer","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":[0.0008937374,0.0001206669,0.000215377,0.00002550662,0.0001080886,0.0000379604,0.0001567458,0.00003869662,0.0002089247],"category_scores_gemma":[0.001301827,0.00007617333,0.00009770336,0.00009257026,0.00008699591,0.0001218815,0.00008200089,0.0001787131,0.0001192294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004735917,"about_ca_system_score_gemma":0.00005651381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003414327,"about_ca_topic_score_gemma":0.00001126864,"domain_scores_codex":[0.9986727,0.0000326196,0.0003514913,0.0002606089,0.0004204327,0.0002621999],"domain_scores_gemma":[0.9988433,0.0001053427,0.0002171813,0.0005244705,0.0001975684,0.0001121408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003472487,0.00006501121,0.880713,0.00008832498,0.00009416349,0.000818438,0.002275844,0.000003134765,0.006595831,0.0002070037,0.09364371,0.01514825],"study_design_scores_gemma":[0.003899855,0.001732863,0.3341254,0.008454585,0.0006295478,0.04782383,0.0009322212,0.002851581,0.02297099,0.002211282,0.5734877,0.0008801312],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9319726,0.0003938863,0.006240697,0.01826009,0.0004538556,0.0004254587,0.000002067736,0.0001902206,0.04206112],"genre_scores_gemma":[0.9865168,0.000007178379,0.0006506957,0.008145173,0.0002861072,0.000009956858,0.000004644823,0.00001382333,0.00436562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5465876,"threshold_uncertainty_score":0.3106258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1504077463734464,"score_gpt":0.3569653022861151,"score_spread":0.2065575559126686,"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."}}