{"id":"W3131315075","doi":"10.1007/s11764-021-00998-9","title":"The financial impact of cancer on Canadian young adults","year":2021,"lang":"en","type":"article","venue":"Journal of Cancer Survivorship","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Winnipeg; Memorial University of Newfoundland","funders":"Beatrice Hunter Cancer Research Institute","keywords":"Medicine; Quality of Life Research; Demography; Cancer; Young adult; Disadvantaged; Public health; Finance; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007661884,0.0002181859,0.0002715983,0.001995487,0.005280698,0.002300597,0.000933662,0.0007103697,0.007121341],"category_scores_gemma":[0.005808251,0.0001934237,0.0005475469,0.004994785,0.0008105762,0.0006674442,0.001428135,0.001331253,0.0002675422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04697137,"about_ca_system_score_gemma":0.07613501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.994998,"about_ca_topic_score_gemma":0.9981017,"domain_scores_codex":[0.9986805,0.0001093476,0.00005653031,0.0000401154,0.0004343434,0.0006791071],"domain_scores_gemma":[0.9954329,0.0002273393,0.0006266215,0.00003371951,0.001671612,0.002007794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001400575,0.0001047652,0.9281083,0.0001860144,0.00008400349,0.0006223834,0.008944127,0.0001750608,0.00008932034,0.003036194,0.02230835,0.0362013],"study_design_scores_gemma":[0.00001539137,0.00003965236,0.9487494,0.0004543555,0.00005677366,0.000217139,0.03269797,0.0001473333,0.000036846,0.0002081282,0.01734199,0.00003495733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9220167,0.007726542,0.00004025834,0.02313049,0.0002638302,0.00005195517,0.006528603,0.000006792973,0.04023485],"genre_scores_gemma":[0.990594,0.005015601,0.000051703,0.0009465126,0.00003651381,0.00001185878,0.0009492033,0.000004001691,0.002390588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04697137,"threshold_uncertainty_score":0.3408027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02606195682863729,"score_gpt":0.3493091589007004,"score_spread":0.3232472020720631,"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."}}