{"id":"W2567159301","doi":"10.1056/jw200910010000002","title":"Is Clinical Breast Examination, Added to Mammography, Worthwhile?","year":2009,"lang":"en","type":"article","venue":"Journal watch","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mammography; Physical examination; Mammography screening; Breast cancer; Medical physics; Radiology; Internal medicine; Cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.001033602,0.0001253438,0.0002937401,0.0001089639,0.0001373421,0.00006880919,0.0001479325,0.0001020956,0.0006041856],"category_scores_gemma":[0.0001196146,0.00009794698,0.0002512368,0.0004576232,0.00002493122,0.0001614476,0.00001875191,0.0004946042,0.0001302779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008679964,"about_ca_system_score_gemma":0.000100137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001492834,"about_ca_topic_score_gemma":0.00001059756,"domain_scores_codex":[0.9983108,0.00006324983,0.0005353316,0.0002108171,0.0005710209,0.0003087871],"domain_scores_gemma":[0.9986757,0.00003508053,0.0001211366,0.0002184581,0.0003915483,0.0005580958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000344962,0.0001643907,0.34899,0.000005250602,0.00006241994,0.0003428647,0.000428981,0.000004187463,0.0002377865,0.00004596033,0.3498746,0.2994986],"study_design_scores_gemma":[0.0009280333,0.000813966,0.9582396,0.0002020362,0.00007206002,0.002916414,0.0001951437,0.0000158815,0.0001259693,0.0005141331,0.03585279,0.0001239796],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8922848,0.0001934289,0.0007121422,0.101012,0.0003665828,0.0001645815,0.000006868556,0.00003773615,0.0052219],"genre_scores_gemma":[0.977956,0.0002867058,0.002645381,0.0160264,0.001432643,0.000001585828,0.000003488759,0.000009112293,0.001638656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6092496,"threshold_uncertainty_score":0.6615409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1002945433094694,"score_gpt":0.415598106910757,"score_spread":0.3153035636012877,"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."}}