{"id":"W2795590999","doi":"10.21037/map.2018.ab193","title":"AB193. 40. The information needs of patients with breast cancer at years one, three & five post diagnosis","year":2018,"lang":"en","type":"article","venue":"Mesentery and Peritoneum","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Information needs; Breast cancer; Cancer; Pediatrics; Internal medicine; Computer science","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":[0.00002744087,0.0001022565,0.0001028232,0.00002578233,0.0001129436,0.00001393133,0.00007223478,0.0000434475,0.00004430813],"category_scores_gemma":[0.000005563211,0.00006775892,0.00003076584,0.00006118389,0.000225436,0.00001431354,0.0001204985,0.00002974749,0.000006884496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001463317,"about_ca_system_score_gemma":0.0000170186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006163559,"about_ca_topic_score_gemma":0.00222375,"domain_scores_codex":[0.9995757,0.00001585106,0.0001047502,0.00008186129,0.0001005843,0.000121249],"domain_scores_gemma":[0.9995655,0.000009537126,0.00007117297,0.0001739811,0.0001503027,0.00002947292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007605469,0.00008775797,0.98826,0.00002046127,0.0001869124,1.073806e-7,0.001707504,0.000001893108,0.0005603111,0.000004571709,0.002360453,0.006049516],"study_design_scores_gemma":[0.0005035322,0.0001525807,0.9825692,0.0000272284,0.00004074457,0.000004355569,0.0002430141,0.000001126678,0.002144078,0.00000242298,0.01422599,0.00008577771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979844,0.0002201939,0.000008510136,0.0008262119,0.0001142887,0.0001386142,0.0005722728,0.000005653388,0.0001298647],"genre_scores_gemma":[0.9990015,0.0002053206,0.00001753508,0.0003227702,0.0001466637,0.00006559135,0.0001719105,0.000007403617,0.00006127571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01186554,"threshold_uncertainty_score":0.2763129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005855211835959882,"score_gpt":0.2153065978277501,"score_spread":0.2094513859917902,"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."}}