{"id":"W3101367424","doi":"10.1002/cncr.33315","title":"Associations of baseline patient‐reported outcomes with treatment outcomes in advanced gastrointestinal cancer","year":2020,"lang":"en","type":"article","venue":"Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American Society of Clinical Oncology; Conquer Cancer Foundation","keywords":"Medicine; Cancer; Baseline (sea); Gastrointestinal cancer; Internal medicine; Oncology; Colorectal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002668542,0.0001936259,0.0003674314,0.0005555091,0.0001987625,0.0006858576,0.0003032199,0.0003427276,0.001014864],"category_scores_gemma":[0.007040402,0.0001090938,0.0004653759,0.001033087,0.0002435095,0.0004468837,0.00039319,0.0007821762,0.0001192939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004796736,"about_ca_system_score_gemma":0.0003112835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001340083,"about_ca_topic_score_gemma":0.00196362,"domain_scores_codex":[0.999003,0.0004992601,0.0001136788,0.0001272986,0.0001584522,0.00009819964],"domain_scores_gemma":[0.9918789,0.002995853,0.003875562,0.0002205035,0.0005508721,0.0004783112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000381242,0.00004740178,0.9969104,0.00002937117,0.00009158357,0.00001887731,0.00001854019,0.0001457354,0.00003980765,0.00001025724,0.0001273236,0.002179505],"study_design_scores_gemma":[0.00002109625,0.0002234685,0.9990864,0.000008729501,0.00004262763,0.00005990548,0.00002497903,0.0003198341,0.00004670572,0.00002043376,0.000142121,0.000003725799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970336,0.0009100887,0.0001285304,0.000144676,0.000008278709,0.00001706524,0.001225549,0.000006126196,0.0005260939],"genre_scores_gemma":[0.9984583,0.0001409083,0.00007072582,0.00003521237,0.00001020593,0.00002761635,0.001186134,0.000001455531,0.00006945086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002668542,"threshold_uncertainty_score":0.01411277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04100935063836315,"score_gpt":0.3250005872686665,"score_spread":0.2839912366303033,"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."}}