{"id":"W3043516104","doi":"10.11575/prism/38018","title":"Effect of Mammography Screening on Incidence and Mortality of Breast Cancer in Alberta","year":2020,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mammography; Breast cancer; Incidence (geometry); Mammography screening; Medicine; Gynecology; Obstetrics; Oncology; Demography; Cancer; Internal medicine; Sociology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001089838,0.0002880523,0.0002328888,0.001042421,0.000620737,0.0006498115,0.001206207,0.000316388,0.001493546],"category_scores_gemma":[0.005440003,0.0002020795,0.0005612553,0.001519611,0.0004640619,0.0002202125,0.0006155652,0.0004728817,0.0001307091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01504654,"about_ca_system_score_gemma":0.01668444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9709365,"about_ca_topic_score_gemma":0.9754305,"domain_scores_codex":[0.998902,0.0002056925,0.00003950531,0.0001196117,0.0004165283,0.000316637],"domain_scores_gemma":[0.9976676,0.0004234233,0.000503245,0.0001051266,0.0008256441,0.0004750032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004885585,0.00005728059,0.9824479,0.00004066628,0.0001256734,0.0001427067,0.00018487,0.001023635,0.0001798371,0.0002014856,0.002191433,0.01291596],"study_design_scores_gemma":[0.00001486395,0.00005836002,0.9979146,0.00002303556,0.00008307892,0.00005566522,0.0001665063,0.0008055284,0.00008213726,0.00005316336,0.0007360553,0.000007026038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855528,0.002519622,0.0002802771,0.001552105,0.00005661896,0.00003694392,0.003680694,0.00006172308,0.006259168],"genre_scores_gemma":[0.9962859,0.0006602927,0.0001925992,0.0001241868,0.00001763935,0.000007809215,0.001364638,0.000007724008,0.001339142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02906346,"threshold_uncertainty_score":0.1091708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04447702186640277,"score_gpt":0.3954977064733141,"score_spread":0.3510206846069113,"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."}}