{"id":"W2953611938","doi":"10.3747/co.26.4835","title":"Countercurrents: Is Now the Right Time to Pull the Plug on Mammography?","year":2019,"lang":"en","type":"article","venue":"Current Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Medicine; Mammography; Task force; Task (project management); Mammography screening; Family medicine; Medical physics; Breast cancer; Cancer; Internal medicine; Management; Public administration","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.009114269,0.00061012,0.0009791002,0.001372901,0.003694406,0.005684565,0.001586559,0.006952846,0.02654959],"category_scores_gemma":[0.06121126,0.0005196324,0.000925522,0.001476821,0.003123353,0.009628717,0.003259593,0.01372712,0.008992875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003141856,"about_ca_system_score_gemma":0.008039737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02661582,"about_ca_topic_score_gemma":0.06249969,"domain_scores_codex":[0.9949923,0.001763647,0.0005798042,0.000392815,0.001479516,0.0007919084],"domain_scores_gemma":[0.9805028,0.007629076,0.001974784,0.0007679861,0.006451719,0.002673718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008428513,0.00002548655,0.002984684,0.0003033982,0.00002420858,0.0002395548,0.0009123826,0.00002420573,0.0001248358,0.008652744,0.8876226,0.09900156],"study_design_scores_gemma":[0.00002900965,0.00004664202,0.002104956,0.001435661,0.0000483004,0.000799088,0.002432228,0.00006478995,0.0002611107,0.006126394,0.9865892,0.00006263813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002243723,0.02702392,0.002238246,0.915062,0.0299321,0.00004591593,0.0006569882,0.0002240319,0.02257317],"genre_scores_gemma":[0.05238311,0.06738371,0.004959313,0.7861834,0.04622746,0.0001174635,0.001478071,0.0005511788,0.04071638],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02661582,"threshold_uncertainty_score":0.08881718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09250863795289514,"score_gpt":0.4087862732203806,"score_spread":0.3162776352674854,"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."}}