{"id":"W4400040173","doi":"10.58931/cwht.2024.1211","title":"Conversations in Breast Cancer Screening: An Exploration of Age, Density, and Emerging Technologies","year":2024,"lang":"en","type":"article","venue":"Canadian Women s Health Today","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Breast cancer; Cancer; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.04182884,0.0009495459,0.001354694,0.003035048,0.02663836,0.01751829,0.003271179,0.01100751,0.004987932],"category_scores_gemma":[0.07241888,0.00126936,0.001779905,0.002300606,0.02124685,0.02824651,0.01750763,0.02456926,0.001022679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02945775,"about_ca_system_score_gemma":0.03507276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05499025,"about_ca_topic_score_gemma":0.07672404,"domain_scores_codex":[0.9520364,0.0374857,0.0012377,0.001407492,0.004558294,0.00327438],"domain_scores_gemma":[0.8988063,0.07654136,0.003742561,0.0009403499,0.008298744,0.01167058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006172247,0.0001327134,0.004758419,0.001533551,0.00003584576,0.002052041,0.8479471,0.00007500059,0.0002424029,0.02249649,0.06742,0.05324468],"study_design_scores_gemma":[0.00002493572,0.00008369417,0.00261626,0.004992675,0.0000550539,0.001318347,0.6896462,0.0001732517,0.000134084,0.01261445,0.2882241,0.0001168286],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04779874,0.05831559,0.003339854,0.8530126,0.008495074,0.0002305098,0.0001798964,0.0000948037,0.02853299],"genre_scores_gemma":[0.4639812,0.1068278,0.008214821,0.4025811,0.006002759,0.0007699027,0.0002057028,0.00025635,0.01116029],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05499025,"threshold_uncertainty_score":0.2212147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08986635047939102,"score_gpt":0.3677818517760595,"score_spread":0.2779155012966685,"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."}}