{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002830508,0.0001241499,0.0002708596,0.00007365501,0.00001829761,0.000002297895,0.00006516924,0.00002595385,0.0002753715],"category_scores_gemma":[0.00005275958,0.0001059287,0.00003448563,0.0001831687,0.00007325923,0.00004754772,0.00001692632,0.00007186669,5.281112e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001382777,"about_ca_system_score_gemma":0.002985364,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7093016,"about_ca_topic_score_gemma":0.9917727,"domain_scores_codex":[0.9990071,0.00001412351,0.0002397117,0.000251111,0.0002422958,0.0002456291],"domain_scores_gemma":[0.9989797,0.00004056004,0.00009663591,0.0001845373,0.0005816733,0.0001169245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003075107,0.00003369616,0.9838878,0.0003971439,0.00002085108,0.00002431476,0.002704176,0.0000226209,0.00001328029,0.00002244039,0.0002889216,0.009509651],"study_design_scores_gemma":[0.003968657,0.001294813,0.9785858,0.0007248211,0.00007173866,1.838236e-7,0.005638129,0.00002081903,0.0006043027,0.0000272556,0.008858495,0.0002049954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966332,0.0006798928,0.000008584972,0.0001443298,0.0003879182,0.0007472791,0.000767722,0.000005393751,0.0006256631],"genre_scores_gemma":[0.9990997,0.00002220667,0.00002657211,0.0001958886,0.0001138664,0.0002868767,0.0001544783,0.00002264466,0.00007772902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2824711,"threshold_uncertainty_score":0.5295908,"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."}}