{"id":"W2076453079","doi":"10.1186/1472-6874-4-s1-s12","title":"Breast Cancer in Canadian Women","year":2004,"lang":"en","type":"article","venue":"BMC Women s Health","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation","funders":"","keywords":"Breast cancer; Medicine; Psychological intervention; Family medicine; Tamoxifen; Gynecology; Genetic testing; Cancer; Mammography; Breast cancer screening; Gerontology; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002927367,0.0001085402,0.000291253,0.0002176837,0.00006418357,0.00001004713,0.00005531133,0.00005210988,0.0009754467],"category_scores_gemma":[0.000006074876,0.00009838171,0.00002394662,0.0003197091,0.00002588158,0.00004348092,0.000009085392,0.0001700504,0.00004512509],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01366411,"about_ca_system_score_gemma":0.01005143,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8922133,"about_ca_topic_score_gemma":0.9279738,"domain_scores_codex":[0.9983924,0.00001753073,0.0002201917,0.0002102221,0.0001484154,0.00101123],"domain_scores_gemma":[0.9984117,0.000007119641,0.00004629537,0.0001929802,0.00002276853,0.00131917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003085903,0.0001326319,0.9489012,0.0003547954,0.00002147111,0.000041966,0.02154806,0.0001965174,0.00001604983,0.000447354,0.00085656,0.02717474],"study_design_scores_gemma":[0.002350247,0.0001752626,0.9672971,0.000130551,0.000001558706,0.00005149288,0.00210109,0.000009474779,0.000003594245,0.0001742112,0.02758669,0.0001187506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919384,0.0003277195,0.000004919375,0.006123257,0.0001869459,0.0003341824,0.0001510226,0.00002788036,0.0009056868],"genre_scores_gemma":[0.9938891,0.0002865373,0.00004982344,0.004923529,0.0001874955,0.0001469227,0.000006460973,0.00002108522,0.0004890697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03576046,"threshold_uncertainty_score":0.9999378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01888981712159861,"score_gpt":0.3217626429940977,"score_spread":0.3028728258724991,"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."}}