{"id":"W4411309273","doi":"10.1002/cncr.35942","title":"Early phase study enrollment in Canadian children with cancer near end of life: A retrospective cohort study from Cancer in Young People in Canada","year":2025,"lang":"en","type":"article","venue":"Cancer","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Alberta Children's Hospital; Children's Hospital of Eastern Ontario; University of Ottawa; University of British Columbia; Hospital for Sick Children; BC Children's Hospital; Dalhousie University; University of Toronto","funders":"Hospital for Sick Children; University of Toronto; Pediatric Oncology Group of Ontario; Public Health Agency of Canada; Government of Canada; Public Health Agency; Australian Government","keywords":"Medicine; Cancer; Retrospective cohort study; Cohort; Demography; Childhood cancer; Gerontology; Pediatrics; 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":[0.00137198,0.000435178,0.0006664228,0.002045588,0.003173968,0.001508916,0.001348568,0.0005291561,0.001664505],"category_scores_gemma":[0.003216253,0.0005248041,0.0008003035,0.005786992,0.0007886934,0.0004783761,0.001049794,0.0009339725,0.0002185999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01596018,"about_ca_system_score_gemma":0.02255598,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9648401,"about_ca_topic_score_gemma":0.9733403,"domain_scores_codex":[0.9982003,0.0001227119,0.0001348755,0.0003641989,0.0006393314,0.0005385345],"domain_scores_gemma":[0.9960988,0.0002867389,0.001416477,0.0002319192,0.001143631,0.0008224681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004701632,0.00001164805,0.9983694,0.00002147657,0.00003320493,0.00005420249,0.000264634,0.00002105351,0.00004238939,0.00003396233,0.0004179328,0.0006830226],"study_design_scores_gemma":[0.00001065306,0.00002765623,0.9981169,0.00003868334,0.00003639846,0.0001174316,0.0006923276,0.00009706858,0.00003649255,0.00001592022,0.0008021588,0.000008332991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881282,0.0009144955,0.0001702318,0.0002379072,0.00001423452,0.0001466801,0.008813639,0.00001053529,0.001563941],"genre_scores_gemma":[0.9947126,0.0006478105,0.000210366,0.0002302889,0.000008909748,0.00008668782,0.003747465,0.00000682192,0.0003490379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03515995,"threshold_uncertainty_score":0.1157997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00855975509846453,"score_gpt":0.295336088467632,"score_spread":0.2867763333691675,"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."}}