{"id":"W4410363704","doi":"10.25248/reas.e20289.2025","title":"Densidade mamária e suas possibilidades terapêuticas no câncer de mama","year":2025,"lang":"pt","type":"article","venue":"Revista Eletrônica Acervo Saúde","topic":"Women's cancer prevention and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001561336,0.0009101539,0.001503451,0.0006417868,0.0003776684,0.00061208,0.0008763701,0.0005089735,0.007631729],"category_scores_gemma":[0.0008277962,0.0009012166,0.0008436717,0.001422042,0.0003137354,0.0002315034,0.0007534703,0.001094336,0.002651255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001785804,"about_ca_system_score_gemma":0.001066146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000581248,"about_ca_topic_score_gemma":0.00002735208,"domain_scores_codex":[0.9938158,0.0005552355,0.001632251,0.001510231,0.0008233208,0.001663144],"domain_scores_gemma":[0.9958211,0.0003460502,0.0004938497,0.002255348,0.0003854877,0.0006981559],"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":[0.002991357,0.003857377,0.03009648,0.01616903,0.005704045,0.001179805,0.00163386,0.00002782109,0.01872851,0.1423971,0.6941611,0.08305355],"study_design_scores_gemma":[0.005784199,0.0006549113,0.04360811,0.005178521,0.002056892,0.00005352509,0.0007927052,0.0005986738,0.001046037,0.0005756323,0.9386602,0.0009905902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4382828,0.09526077,0.02224754,0.0596868,0.00869686,0.01469923,0.0003485126,0.002091496,0.3586859],"genre_scores_gemma":[0.6776022,0.004388331,0.001518321,0.01304453,0.0009492829,0.0002107792,0.00008626615,0.0001469372,0.3020533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2444991,"threshold_uncertainty_score":0.9993439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01161599328298189,"score_gpt":0.321051751383265,"score_spread":0.3094357581002831,"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."}}