{"id":"W2782678054","doi":"10.1007/s00520-017-4025-9","title":"Humanistic burden of disease for patients with advanced melanoma in Canada","year":2018,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"Melanoma Research Alliance","keywords":"Medicine; Pain medicine; Nursing research; Disease; Melanoma; Intensive care medicine; Family medicine; Internal medicine; Nursing; Psychiatry; Anesthesiology","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":[0.0009559959,0.0001543534,0.0002259502,0.0005832688,0.006930291,0.001831933,0.0005300185,0.000286112,0.002766142],"category_scores_gemma":[0.002649207,0.0001226352,0.0002665622,0.001355851,0.001688524,0.0004671227,0.001801347,0.0008958717,0.00009030425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03554573,"about_ca_system_score_gemma":0.05291054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9471041,"about_ca_topic_score_gemma":0.9716256,"domain_scores_codex":[0.9989769,0.0003032747,0.00003037864,0.00005960465,0.0002335944,0.000396133],"domain_scores_gemma":[0.9981562,0.0003196366,0.0002750717,0.0000353806,0.0004788787,0.0007347052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002106734,0.000103067,0.4726401,0.000459623,0.00005336008,0.001985045,0.4573176,0.0003732179,0.0008251408,0.002365674,0.01518914,0.04847731],"study_design_scores_gemma":[0.00001629959,0.0001029608,0.3818167,0.0003482908,0.00002756765,0.0008325573,0.5887706,0.0003117716,0.00012827,0.0004825981,0.02711621,0.00004615586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852976,0.001269298,0.00009759604,0.00455766,0.00003779061,0.00008738647,0.0006266806,0.000004270343,0.008021695],"genre_scores_gemma":[0.9977655,0.0007301387,0.0001281589,0.0003915247,0.000006157952,0.00002009792,0.0001236227,0.000002045498,0.0008327261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0528959,"threshold_uncertainty_score":0.2579035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008638078941695727,"score_gpt":0.2775911716925348,"score_spread":0.2689530927508391,"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."}}