{"id":"W3139164441","doi":"10.46747/cfp.6703157_1","title":"Excellent summary of breast cancer recommendations","year":2021,"lang":"en","type":"letter","venue":"Canadian Family Physician","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Primary care; Family medicine; Cancer; Breast cancer; Cancer screening; Breast cancer screening; Health care; Mammography; Internal medicine; Political science","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":[0.001828615,0.0006763573,0.001004434,0.002196683,0.002030128,0.002334193,0.001842844,0.005079427,0.1528438],"category_scores_gemma":[0.01635741,0.0004853015,0.0007586791,0.001841334,0.0003717249,0.001364046,0.0007851481,0.004875369,0.08972605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006571542,"about_ca_system_score_gemma":0.01389832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1739513,"about_ca_topic_score_gemma":0.3254521,"domain_scores_codex":[0.9983757,0.0002022874,0.000171906,0.0001079011,0.000938647,0.0002036602],"domain_scores_gemma":[0.9845166,0.001285414,0.0004464643,0.0001912009,0.01140787,0.002152554],"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":[0.000003521636,0.000003204401,0.00003063403,0.00002326941,7.585829e-7,0.00001344014,0.000003040792,0.00000858936,0.000006102245,0.00005761382,0.9918446,0.008005184],"study_design_scores_gemma":[0.00002091784,0.00001102418,0.001137773,0.000427258,0.00000626695,0.0001161134,0.00002892264,0.00003834856,0.00001280215,0.0002432384,0.9979461,0.00001126724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005501537,0.02584664,0.001453388,0.5214654,0.07717145,0.0007910572,0.02643334,0.001019899,0.3452687],"genre_scores_gemma":[0.006608066,0.06111911,0.006520348,0.3283956,0.06752143,0.0009331397,0.03716662,0.0005592891,0.4911764],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1739513,"threshold_uncertainty_score":0.5113133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02768917616490395,"score_gpt":0.2576615880091661,"score_spread":0.2299724118442621,"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."}}