{"id":"W4282968611","doi":"10.1158/1538-7445.am2022-5905","title":"Abstract 5905: User characteristics of “Cook For Your Life” - a website designed to support cancer patients and survivors","year":2022,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cancer; Demographics; Family medicine; Breast cancer; Gerontology; Demography; Internal medicine","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":[0.0006753648,0.0001513082,0.0002349993,0.0009768589,0.0006270019,0.0008272479,0.0002536359,0.0004776223,0.01275213],"category_scores_gemma":[0.005274279,0.0001585423,0.0003515093,0.0009538293,0.0001436915,0.0009207859,0.0006015059,0.0005135715,0.002742372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003302947,"about_ca_system_score_gemma":0.000440825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005492173,"about_ca_topic_score_gemma":0.006645087,"domain_scores_codex":[0.9995195,0.000129297,0.00008789816,0.00005514744,0.0001135529,0.0000946537],"domain_scores_gemma":[0.9950723,0.001353057,0.001572053,0.0001542684,0.0007529547,0.001095223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002037187,0.0004032763,0.9852867,0.00006303194,0.00002230006,0.00006732168,0.0008569392,0.00005095523,0.0001559794,0.00002637122,0.004269028,0.008594339],"study_design_scores_gemma":[0.0000108443,0.0002544694,0.995079,0.00002896181,0.00001188022,0.0001428075,0.002255103,0.0002183066,0.00008094672,0.00001348587,0.001892125,0.00001199838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922702,0.00007198067,0.00007337677,0.0001607379,0.00001051231,0.0001021621,0.004659984,0.00002148596,0.002629364],"genre_scores_gemma":[0.9946688,0.00008162343,0.0002386882,0.0001586706,0.00001256004,0.0001803305,0.002403452,0.00001213071,0.002243624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01275213,"threshold_uncertainty_score":0.04266006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09014835941150455,"score_gpt":0.4180999041836054,"score_spread":0.3279515447721009,"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."}}