{"id":"W4415266736","doi":"10.2196/76787","title":"Pediatric Oncology Knowledge Mobilization in Canada: Protocol for an Environmental Scan","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Cancer Care Ontario; Centre Hospitalier Universitaire Sainte-Justine; Centre de réadaptation Lethbridge-Layton-Mackay; McGill University; Trent University; CARE Canada; Mount Allison University","funders":"","keywords":"Protocol (science); Pediatric oncology; MEDLINE; Pediatric cancer; Institutional review board","routes":{"ca_aff":true,"ca_fund":false,"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":[0.05103055,0.002347103,0.003818003,0.007538716,0.0133044,0.006778157,0.004128354,0.004510701,0.1314543],"category_scores_gemma":[0.07485364,0.00343435,0.00377382,0.01049845,0.003435481,0.004583087,0.004565685,0.007207328,0.02019893],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04712741,"about_ca_system_score_gemma":0.2154053,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3238644,"about_ca_topic_score_gemma":0.5271229,"domain_scores_codex":[0.9729686,0.0106167,0.005703652,0.002443862,0.004791233,0.003476008],"domain_scores_gemma":[0.9172259,0.01424686,0.005144414,0.006366617,0.05290211,0.004114096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01208188,0.003467052,0.01049729,0.05472309,0.0004550975,0.002311568,0.03885292,0.003390669,0.002274039,0.01916766,0.6565225,0.1962563],"study_design_scores_gemma":[0.01086419,0.001071012,0.03539667,0.02973299,0.0002849152,0.000323122,0.02567287,0.001550391,0.001716351,0.01024884,0.8826423,0.0004963402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001707225,0.000376593,0.002536062,0.001064667,0.0002915314,0.9694431,0.01644626,0.0001256847,0.008008766],"genre_scores_gemma":[0.002074931,0.0002991065,0.004532618,0.0005545288,0.0000309082,0.9885749,0.002095336,0.00002198731,0.001815665],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9528726,"threshold_uncertainty_score":0.6439586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2632201501284314,"score_gpt":0.5954196987690393,"score_spread":0.3321995486406079,"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."}}