{"id":"W2287270056","doi":"10.1080/08858190209528788","title":"Evaluating information for women referred for breast screening abnormalities.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Guideline; Medicine; Anxiety; Family medicine; Psychiatry; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001548287,0.0002556669,0.0003016671,0.0005854613,0.0003954506,0.0002925054,0.0002248505,0.0006783495,0.007886924],"category_scores_gemma":[0.01001625,0.0001213077,0.0002511973,0.0005860665,0.0001156017,0.0003134356,0.0002766942,0.0002887418,0.001317933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005634844,"about_ca_system_score_gemma":0.001291848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007827745,"about_ca_topic_score_gemma":0.01507822,"domain_scores_codex":[0.999388,0.000274739,0.000082006,0.00002628057,0.0001416472,0.00008736114],"domain_scores_gemma":[0.9974703,0.0009200656,0.0005777108,0.00005851489,0.0005461131,0.0004273293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001686535,0.002105984,0.767059,0.001455406,0.00006356934,0.001841754,0.001506924,0.0001269352,0.001818271,0.00006034498,0.0227612,0.1995141],"study_design_scores_gemma":[0.000449419,0.005127575,0.975569,0.000321012,0.0001458474,0.002348735,0.001648588,0.0003888066,0.0008320932,0.00007693766,0.01307136,0.0000207193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980671,0.00237927,0.0004158534,0.00520458,0.00009383453,0.001342519,0.001553758,0.0001210999,0.008217982],"genre_scores_gemma":[0.9789689,0.003378065,0.005342745,0.004803262,0.000156468,0.0008319663,0.002157903,0.00001706503,0.004343551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007886924,"threshold_uncertainty_score":0.02638435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2629853556510278,"score_gpt":0.3583926544162569,"score_spread":0.09540729876522913,"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."}}