{"id":"W4286209334","doi":"10.3390/curroncol29070406","title":"The Transformation of Adolescent and Young Adult Oncological and Supportive Care in Canada: A Mixed Methods Study","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; University Health Network; Canadian Cancer Society; University of Manitoba; Princess Margaret Cancer Centre; University of British Columbia","funders":"Partenariat Canadien Contre Le Cancer; University Health Network","keywords":"Mentorship; Medicine; Young adult; Focus group; Health care; Family medicine; Nursing; Gerontology; Medical education","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.005778868,0.0005070159,0.0008295991,0.002878824,0.01177171,0.004702249,0.001818781,0.0007675977,0.002175769],"category_scores_gemma":[0.006926449,0.0005526522,0.0007693344,0.005110909,0.001904831,0.001064211,0.002435071,0.001326396,0.0001763512],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06782985,"about_ca_system_score_gemma":0.1176154,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9812439,"about_ca_topic_score_gemma":0.9890464,"domain_scores_codex":[0.9958901,0.0009851011,0.0003012827,0.0004208244,0.001312045,0.001090587],"domain_scores_gemma":[0.9938388,0.001154006,0.0008144919,0.0001744627,0.002973843,0.001044375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002170143,0.0006852408,0.5110115,0.0008849562,0.0001264026,0.0008654172,0.4379086,0.0001051932,0.0006773489,0.001647123,0.00289595,0.0429751],"study_design_scores_gemma":[0.00003272743,0.0002436241,0.4269749,0.000986025,0.0001025871,0.0002369044,0.5546532,0.0003516598,0.0002659135,0.0002305256,0.01585978,0.00006216579],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928393,0.001602072,0.0003323763,0.0005995035,0.00002640484,0.0008848488,0.0008925703,0.000006518812,0.002816267],"genre_scores_gemma":[0.9924732,0.002153603,0.001460672,0.0008452465,0.00001517936,0.0008951642,0.0005063959,0.000008895457,0.001641648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9321702,"threshold_uncertainty_score":0.4921423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0752850113410129,"score_gpt":0.4361989936522098,"score_spread":0.3609139823111969,"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."}}