{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004703086,0.0001281754,0.0002473494,0.0005819061,0.0004238347,0.0003886731,0.0003103521,0.0003704434,0.05436579],"category_scores_gemma":[0.001923105,0.00008883069,0.0002730841,0.0008657727,0.0001059189,0.0002394557,0.0003653,0.0004248763,0.006299449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008895,"about_ca_system_score_gemma":0.001249889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01803927,"about_ca_topic_score_gemma":0.03328976,"domain_scores_codex":[0.9996735,0.0000748675,0.00003253695,0.00002768027,0.00009888572,0.00009253891],"domain_scores_gemma":[0.9985405,0.0002845434,0.0003170472,0.00001783043,0.0002685397,0.0005715542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001953759,0.001056592,0.7814465,0.0009962205,0.00007359304,0.0006106372,0.001073774,0.0001269189,0.0014608,0.0002818478,0.06528433,0.145635],"study_design_scores_gemma":[0.00008635223,0.0006833822,0.9771656,0.0001564059,0.00002727396,0.0003083922,0.0005313899,0.00008735879,0.0001136696,0.00008324632,0.02074779,0.000009166544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8991767,0.003348199,0.0001292402,0.005167379,0.0002426813,0.0004038459,0.0218873,0.0001113346,0.06953333],"genre_scores_gemma":[0.9504899,0.001555538,0.001230088,0.001014711,0.0001201025,0.0006875902,0.01120283,0.00002257773,0.03367645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05436579,"threshold_uncertainty_score":0.1818717,"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."}}