{"id":"W2154259107","doi":"10.1586/17474086.2015.995623","title":"In the realms of future: new frontiers of ‘techno-oncology’ as a platform for global improvement in the outcomes of childhood cancer","year":2014,"lang":"en","type":"editorial","venue":"Expert Review of Hematology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre","funders":"","keywords":"Medicine; Pace; Childhood cancer; Scope (computer science); Developing country; Pediatric oncology; Cancer; Oncology; Economic growth; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.007673655,0.002691296,0.002873184,0.00212526,0.002282371,0.006965494,0.003320234,0.01400853,0.005299793],"category_scores_gemma":[0.02168089,0.0008623888,0.002087194,0.001295841,0.004100358,0.007775597,0.001809873,0.03165655,0.004449651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003382872,"about_ca_system_score_gemma":0.004242043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001605973,"about_ca_topic_score_gemma":0.004722178,"domain_scores_codex":[0.9948834,0.001531757,0.0005226594,0.0004589494,0.002323502,0.0002797365],"domain_scores_gemma":[0.9787256,0.01357024,0.0008679192,0.0003856744,0.004756771,0.001693767],"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":[0.00001618913,0.00001173616,0.00002889742,0.0004076658,0.0000197229,0.00007245169,0.00005418665,0.0000314559,0.00004520622,0.001149927,0.9846395,0.01352305],"study_design_scores_gemma":[0.0000260163,0.00003005289,0.0001673251,0.000753444,0.00003619423,0.0002856338,0.0001081136,0.00007636471,0.00005612702,0.002633893,0.9958072,0.00001958334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004489547,0.07296678,0.0001832679,0.1009034,0.824407,0.00001004623,0.00001942038,0.00003796156,0.001427192],"genre_scores_gemma":[0.000518511,0.04214297,0.0001505896,0.04635997,0.9066326,0.00001304465,0.00001486629,0.00002555709,0.004141842],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01400853,"threshold_uncertainty_score":0.04058266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01547938283419917,"score_gpt":0.3865030356724034,"score_spread":0.3710236528382042,"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."}}