{"id":"W4392015585","doi":"10.46747/cfp.700282","title":"Breast density notification","year":2024,"lang":"en","type":"letter","venue":"Canadian Family Physician","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.003116608,0.0004953501,0.0005819876,0.0007647036,0.01025522,0.002244712,0.001926943,0.04010338,0.01649408],"category_scores_gemma":[0.0232835,0.0005400814,0.0009185777,0.0006007514,0.002363385,0.00191828,0.001426402,0.02506174,0.005680373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01080665,"about_ca_system_score_gemma":0.02185067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2998117,"about_ca_topic_score_gemma":0.4111472,"domain_scores_codex":[0.9951095,0.00106605,0.0003113448,0.0005246899,0.001947505,0.001040833],"domain_scores_gemma":[0.989884,0.003664693,0.0004189647,0.0002115909,0.003085431,0.002735355],"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":[0.000008479966,0.000007701263,0.0003034128,0.00001009699,0.000001553444,0.000233299,0.0000826338,0.000007894035,0.00003231521,0.0009191227,0.9962286,0.00216488],"study_design_scores_gemma":[0.00004222702,0.00003656856,0.002391161,0.0003519256,0.00001126549,0.0008553932,0.0006186354,0.0001093959,0.0001046098,0.001708388,0.9937335,0.00003695265],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0003611733,0.0005606416,0.00003666927,0.9793601,0.009541214,0.00001142683,0.00008906796,0.00002429043,0.01001542],"genre_scores_gemma":[0.003766374,0.0004302155,0.00008458475,0.9749901,0.005347089,0.00002022556,0.00003911504,0.00001279531,0.01530964],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2998117,"threshold_uncertainty_score":0.5961332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01598349269525382,"score_gpt":0.2142823234196485,"score_spread":0.1982988307243946,"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."}}