{"id":"W2107608615","doi":"10.1016/j.carj.2014.02.001","title":"Clinical Image Quality in Daily Practice of Breast Cancer Mammography Screening","year":2014,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Memorial University of Newfoundland; Cancer Care Ontario; Ministère de la Santé et des Services Sociaux (Québec); Hôpital Maisonneuve-Rosemont; Centre hospitalier universitaire de Québec; Institut National de Santé Publique du Québec","funders":"Canadian Institutes of Health Research; Health Canada; Canadian Breast Cancer Research Alliance","keywords":"Medicine; Mammography; Clinical Practice; Breast cancer; Breast cancer screening; Medical physics; Mammography screening; Cancer; Radiology; Family medicine; Gynecology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006493746,0.0002289431,0.0002759126,0.001369501,0.000429178,0.001465319,0.0009979564,0.0006411261,0.001539707],"category_scores_gemma":[0.04326918,0.0001848753,0.0002163377,0.001399504,0.0008416806,0.0005505924,0.0007900432,0.0003572394,0.0001945655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004802482,"about_ca_system_score_gemma":0.002909753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2078678,"about_ca_topic_score_gemma":0.2476932,"domain_scores_codex":[0.9917253,0.00232687,0.0006845169,0.0006862935,0.004190416,0.0003865818],"domain_scores_gemma":[0.9556208,0.009153086,0.01821257,0.001174572,0.0139922,0.001846783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008723717,0.0000197743,0.9851163,0.00009075712,0.00005339663,0.00004677046,0.0004835746,0.0001177227,0.0001950582,0.00001627937,0.0007308948,0.01304215],"study_design_scores_gemma":[0.00000344234,0.0000491094,0.9987431,0.00003187891,0.00001043374,0.0001027807,0.0002630125,0.0002806263,0.00006896693,0.00001380224,0.0004268932,0.000005840633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896452,0.003519313,0.001176109,0.001039922,0.00003965728,0.0001086334,0.0009271444,0.00005063118,0.003493377],"genre_scores_gemma":[0.9984378,0.000220375,0.0008339344,0.00007575848,0.0000144122,0.00001419704,0.0002021344,0.000004055707,0.0001972961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2078678,"threshold_uncertainty_score":0.4133158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0198901188545265,"score_gpt":0.3472983035263009,"score_spread":0.3274081846717743,"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."}}