{"id":"W7020954915","doi":"","title":"Musculoskeletal vulnerability and physical frailty during and after treatment for childhood cancer","year":2023,"lang":"en","type":"dissertation","venue":"Utrecht University Repository (Utrecht University)","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Disease; Risk factor; Skeletal muscle; Limiting; Identification (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008477313,0.0001918851,0.0002861433,0.0004312817,0.0003481209,0.0008811166,0.0002553276,0.000294936,0.001586831],"category_scores_gemma":[0.003792247,0.0001509966,0.0006959832,0.0007191135,0.0002281124,0.0002938686,0.0005988143,0.0003748251,0.0001276971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001930507,"about_ca_system_score_gemma":0.002174064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1167818,"about_ca_topic_score_gemma":0.1990487,"domain_scores_codex":[0.9994895,0.0001148905,0.00004255708,0.00007305213,0.0001533225,0.0001265503],"domain_scores_gemma":[0.9990269,0.0002552886,0.0004579772,0.00003493015,0.0001069225,0.0001179541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009648928,0.00004254909,0.961918,0.0001337931,0.0001211889,0.0001870636,0.0008555588,0.00101584,0.0004283256,0.0002109832,0.0007678895,0.03422217],"study_design_scores_gemma":[0.000005131236,0.00006816315,0.9970932,0.0001009695,0.0000387049,0.0001671362,0.0003361415,0.0004424814,0.0001076592,0.00007220938,0.001562153,0.000006080647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945883,0.002258822,0.0002955256,0.0003574798,0.0000151188,0.00003148836,0.001019856,0.00000497092,0.001428438],"genre_scores_gemma":[0.9955172,0.002098873,0.0003683707,0.00005904704,0.00000958658,0.00003953026,0.001090898,0.000003780605,0.0008128552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1167818,"threshold_uncertainty_score":0.2322041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01588219082532391,"score_gpt":0.281199771354326,"score_spread":0.2653175805290021,"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."}}