{"id":"W2143546895","doi":"10.1016/s0820-5930(09)60080-3","title":"Breast Cancer - Background and Overview","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Medical Radiation Technology","topic":"Cancer and biochemical research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Michener Institute; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Gynecology; Documentation; Breast cancer; Presentation (obstetrics); Library science; Cancer; Etiology; Family medicine; Surgery; Pathology; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002645607,0.00006874261,0.0001197665,0.0001857645,0.00004738755,0.00001654881,0.0002617225,0.0003241915,0.0006811878],"category_scores_gemma":[0.0002069477,0.00005957865,0.00003887279,0.0001648612,0.0002360349,0.000005548512,0.00002856051,0.0002519364,0.000004391787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008157028,"about_ca_system_score_gemma":0.001551423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006880399,"about_ca_topic_score_gemma":0.00827473,"domain_scores_codex":[0.9992005,0.00001921047,0.0002043092,0.0001166811,0.0002350183,0.0002243246],"domain_scores_gemma":[0.9991091,0.00001024267,0.00007057131,0.0001004384,0.0001177323,0.0005918568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002535739,0.00001189236,0.003749337,0.00001420111,0.00004613456,0.00001999414,0.00001311424,0.000002490719,0.005159055,0.001132707,0.02314606,0.9666796],"study_design_scores_gemma":[0.001344928,0.0001991912,0.01085479,0.000092016,0.00002298781,0.001933948,0.0001042271,0.00009182325,0.02958552,0.0005040633,0.9550758,0.0001907182],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8491364,0.06488527,0.0001476882,0.0853733,0.0001852564,0.00006378407,0.00004774934,0.000004410714,0.000156175],"genre_scores_gemma":[0.9827614,0.01520918,0.00008188527,0.001139787,0.0007028137,0.000003578118,0.000006369411,0.000007951923,0.00008696787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.966489,"threshold_uncertainty_score":0.7458528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734573879736464,"score_gpt":0.3304983507394942,"score_spread":0.3131526119421296,"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."}}