{"id":"W2990215050","doi":"10.21037/apm.2019.10.02","title":"The impact of early palliative care: a medical oncologist’s perspective","year":2020,"lang":"en","type":"article","venue":"Annals of Palliative Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Medicine; Palliative care; Perspective (graphical); Family medicine; Intensive care 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01359718,0.0005832971,0.001360409,0.001425033,0.003159388,0.006786634,0.002546856,0.01578626,0.009093613],"category_scores_gemma":[0.03338268,0.0003821545,0.001143304,0.0008683379,0.007104964,0.01007412,0.005314073,0.01885799,0.001566132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004706449,"about_ca_system_score_gemma":0.01199157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004299014,"about_ca_topic_score_gemma":0.01113941,"domain_scores_codex":[0.9912958,0.005652878,0.0005265251,0.0004825479,0.001290429,0.0007517013],"domain_scores_gemma":[0.9490426,0.03164959,0.002129173,0.0007016457,0.006701434,0.009775578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003105898,0.0004368159,0.004231991,0.004370826,0.0002413102,0.006174216,0.003689221,0.001297469,0.0005475799,0.12574,0.6317422,0.2212178],"study_design_scores_gemma":[0.0002020375,0.0008660385,0.004750716,0.01626442,0.0001615369,0.006751949,0.01057316,0.0005536532,0.0002621915,0.05650987,0.9029396,0.0001647254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005414003,0.05907609,0.0001997614,0.9316517,0.004883172,0.000005285897,0.00001494196,0.000006056914,0.003621425],"genre_scores_gemma":[0.05173027,0.235736,0.001389366,0.6442537,0.06444837,0.00005598354,0.00003102631,0.00002770255,0.00232762],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01578626,"threshold_uncertainty_score":0.07190967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3384336881018056,"score_gpt":0.5360624864899366,"score_spread":0.197628798388131,"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."}}