{"id":"W1831778925","doi":"10.1200/jco.2000.18.15.2902","title":"Communication Between Primary Care Physicians and Radiation Oncologists Regarding Patients With Cancer Treated With Palliative Radiotherapy","year":2000,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Grey Nuns Community Hospital","funders":"","keywords":"Medicine; Palliative care; Primary care; Family medicine; Cancer; Radiation therapy; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005530737,0.0001677414,0.001346266,0.00007378625,0.0001173267,0.00000689219,0.0001298709,0.0003557466,0.00008262192],"category_scores_gemma":[0.00009893288,0.0001006809,0.0001168755,0.0001595323,0.0006281974,0.0002098319,0.000008418082,0.0008196565,9.452922e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007641262,"about_ca_system_score_gemma":0.0007693805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002132172,"about_ca_topic_score_gemma":0.00004729722,"domain_scores_codex":[0.9978926,0.0005187434,0.0009519657,0.0001997018,0.0002503957,0.0001865996],"domain_scores_gemma":[0.996163,0.001676522,0.001367102,0.0001982352,0.0004393537,0.0001557887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006470324,0.0003486635,0.5071745,0.00001551043,0.0004450115,0.00002387329,0.000359632,0.0000685635,0.000003552329,0.000003789502,0.0002150125,0.4848716],"study_design_scores_gemma":[0.01930216,0.01972763,0.8905069,0.00028751,0.0004413376,0.0000205152,0.0001150314,0.0000162565,0.00001514805,0.00002172317,0.06942909,0.0001166785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887894,0.005505827,0.0004127032,0.002422094,0.0001284989,0.0004056697,0.00001192387,0.00001658343,0.002307234],"genre_scores_gemma":[0.947562,0.03064133,0.01672447,0.003570471,0.001134194,0.00001466296,0.00004956025,0.0000324447,0.0002708871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4847549,"threshold_uncertainty_score":0.4105648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04256696034428153,"score_gpt":0.4531534257818691,"score_spread":0.4105864654375875,"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."}}