{"id":"W4388673170","doi":"10.46747/cfp.6911752","title":"Notification de la densité mammaire","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Gynecology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002458984,0.0002346986,0.0002865417,0.00136284,0.001078171,0.0007405505,0.0008511583,0.0009560867,0.009555152],"category_scores_gemma":[0.009880424,0.0001951692,0.000271265,0.001080715,0.0003646484,0.0003404702,0.0004429682,0.001060431,0.001075352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00723749,"about_ca_system_score_gemma":0.01322587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7946648,"about_ca_topic_score_gemma":0.7817651,"domain_scores_codex":[0.9981806,0.0003858127,0.0001301952,0.0001217585,0.000948706,0.0002328772],"domain_scores_gemma":[0.9907294,0.001347093,0.0005403771,0.0002726966,0.006476584,0.0006339218],"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":[0.0003150623,0.000186114,0.304076,0.001169319,0.00007796918,0.001280028,0.002417871,0.001176821,0.007554049,0.004777624,0.3624684,0.3145008],"study_design_scores_gemma":[0.00005430354,0.0001712274,0.566541,0.0009757078,0.00005110217,0.00107233,0.001930906,0.001678598,0.002837196,0.0009250254,0.4236464,0.0001162557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3080018,0.02176393,0.02932634,0.226601,0.006727398,0.001913629,0.03065877,0.003636806,0.3713703],"genre_scores_gemma":[0.8007728,0.01857439,0.02514961,0.0209633,0.001485766,0.0004281992,0.008757473,0.0001655449,0.123703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7946648,"threshold_uncertainty_score":0.4130889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01193747137673574,"score_gpt":0.2408740416035712,"score_spread":0.2289365702268355,"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."}}