{"id":"W2076641267","doi":"10.1207/s15328015tlm1401_4","title":"Screening Mammography in Older Women: A Pilot Study of Residents' Decisions","year":2002,"lang":"en","type":"article","venue":"Teaching and Learning in Medicine","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mammography; Medicine; Mammography screening; Screening mammography; Family medicine; Perception; Psychology; Breast cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003255501,0.0001703909,0.0005794201,0.000777917,0.0001834111,0.000009706048,0.000107813,0.00004765691,0.0001769987],"category_scores_gemma":[0.002521674,0.0001386856,0.00002305354,0.0005833347,0.0001089126,0.00009369676,0.00005820491,0.001729248,0.000001895863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000584314,"about_ca_system_score_gemma":0.0000106719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007597236,"about_ca_topic_score_gemma":0.0003396481,"domain_scores_codex":[0.9976664,0.0005000573,0.0005653533,0.000344151,0.0005566542,0.0003674243],"domain_scores_gemma":[0.9988827,0.000577944,0.0001304586,0.0002186405,0.00003285701,0.0001574437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003122565,0.0005446818,0.9010371,0.00003450132,0.00002699949,0.0001946278,0.04428797,0.0003687694,0.0002733547,0.00001730213,0.0003282093,0.05257424],"study_design_scores_gemma":[0.006431305,0.007125764,0.9219292,0.002474509,0.00003465555,0.00005232337,0.05991533,0.001642079,0.00000128221,0.00002895989,0.0002428467,0.0001217688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945847,0.001706023,0.0002487561,0.0006479956,0.0000454453,0.0003113388,1.937967e-7,0.00004945051,0.002406099],"genre_scores_gemma":[0.9978834,0.0001254055,0.0009878797,0.0003756786,0.00009182507,0.00002295552,0.000002036125,0.00001811196,0.0004926831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05245247,"threshold_uncertainty_score":0.9990113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09640627855167437,"score_gpt":0.356663913755363,"score_spread":0.2602576352036887,"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."}}