{"id":"W2106016101","doi":"10.1053/sroe.2001.25120","title":"Mammographic screening: International perspective","year":2001,"lang":"en","type":"review","venue":"Seminars in Roentgenology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"American Cancer Society","keywords":"Medicine; Mammography; Perspective (graphical); Interpretation (philosophy); Medical physics; Screening mammography; Quality (philosophy); Artificial intelligence; Breast cancer; Computer science; Epistemology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001713822,0.001454205,0.003513509,0.007206966,0.0003961543,0.002166944,0.0009120686,0.002658721,0.0062423],"category_scores_gemma":[0.003198467,0.0005840134,0.0007578185,0.009278729,0.0007111294,0.003732086,0.0009000024,0.002587674,0.00205462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001706581,"about_ca_system_score_gemma":0.003013846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003616704,"about_ca_topic_score_gemma":0.01033696,"domain_scores_codex":[0.9994594,0.0001122322,0.0001214078,0.0001006528,0.0001561031,0.00005015877],"domain_scores_gemma":[0.9975737,0.001136463,0.000430827,0.00003362692,0.0006386848,0.0001866665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002189151,0.0001107441,0.0009586654,0.03971576,0.0002340189,0.0006777038,0.0001350804,0.0003247527,0.0005769416,0.002877136,0.1042995,0.8498707],"study_design_scores_gemma":[0.00009671236,0.0002039309,0.004463691,0.03176403,0.0007826987,0.004011638,0.0003904841,0.000151833,0.0001435819,0.001202686,0.9567519,0.00003672888],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003745742,0.9983742,0.00002236887,0.0008036626,0.0003390017,0.00000153282,0.000009153852,0.000002660374,0.0004098587],"genre_scores_gemma":[0.0003705078,0.9982175,0.00004812227,0.0005515527,0.0005696158,0.000002856251,0.00001221739,5.031818e-7,0.0002271114],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007206966,"threshold_uncertainty_score":0.02088261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.130220688108592,"score_gpt":0.4292208121608562,"score_spread":0.2990001240522642,"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."}}