{"id":"W2770420991","doi":"10.1200/jco.2017.35.31_suppl.128","title":"Palliative Care Early and Systematic (PaCES): A survey of colorectal cancer clinicians of barriers and facilitators to early palliative care integration.","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Palliative care; Nursing; Documentation; Family medicine; Colorectal cancer; Health care; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002011078,0.0001053938,0.0002166364,0.0007808305,0.0008370018,0.0007474166,0.0004405701,0.0005023599,0.001031824],"category_scores_gemma":[0.006035324,0.0003482873,0.0001611819,0.001243947,0.0004630916,0.0005862667,0.0009721002,0.0005828856,0.0001893681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003757134,"about_ca_system_score_gemma":0.007311979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1954034,"about_ca_topic_score_gemma":0.3612389,"domain_scores_codex":[0.9989914,0.0002425092,0.000134709,0.00008700634,0.0003271133,0.0002172094],"domain_scores_gemma":[0.9958211,0.0006828924,0.001555797,0.00005907543,0.0008118864,0.001069192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000687639,0.0001494756,0.9376987,0.0002419554,0.00001455502,0.0004263404,0.04274612,0.00005964383,0.0009061375,0.00006087318,0.002969865,0.01465759],"study_design_scores_gemma":[0.00001266176,0.0002628673,0.9400045,0.0001288023,0.000008274646,0.0003463662,0.05521882,0.0001904118,0.0001004959,0.00001980815,0.003692225,0.00001476082],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976919,0.0003515928,0.00005684741,0.0005457112,0.000006334578,0.000111632,0.0004204048,0.000006339038,0.0008093014],"genre_scores_gemma":[0.9974725,0.0005749077,0.0003421578,0.0006095149,0.00000600482,0.0001106555,0.0003306716,0.000003000585,0.0005507029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1954034,"threshold_uncertainty_score":0.3885321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2893671098782362,"score_gpt":0.5533528634652827,"score_spread":0.2639857535870465,"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."}}