{"id":"W2403318481","doi":"10.1002/cncr.26054","title":"Preamble","year":2011,"lang":"en","type":"article","venue":"Cancer","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; BC Children's Hospital; McMaster University; McMaster Children's Hospital","funders":"Canadian Institutes of Health Research; Australian Government; McMaster University","keywords":"Medicine; Psychosocial; Survivorship curve; Preamble; Family medicine; Gerontology; Cancer; Pediatrics; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008089373,0.00008354674,0.0001754566,0.00003113989,0.00002751425,0.000003700022,0.00006678996,0.00004778876,0.00254473],"category_scores_gemma":[0.00003669689,0.00007471946,0.00006187997,0.00009371803,0.00004630602,0.00005288026,0.00002339575,0.0001008216,0.0001713065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006086475,"about_ca_system_score_gemma":0.0001399011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001096171,"about_ca_topic_score_gemma":0.0001403105,"domain_scores_codex":[0.9993311,0.00001507589,0.0001418037,0.0001756408,0.0001620072,0.0001743441],"domain_scores_gemma":[0.9994755,0.00001614508,0.00004100617,0.0002819255,0.00005118704,0.0001341941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009610417,0.001018553,0.5798178,0.001635116,0.000747033,0.0001605007,0.04050301,0.000001676475,0.005090325,0.008156441,0.2738428,0.08806562],"study_design_scores_gemma":[0.002620303,0.0003340306,0.7056938,0.0005568453,0.0002234637,0.00003557511,0.0004819249,0.00001689287,0.05736759,0.001728263,0.2305593,0.000382026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7825288,0.004715733,0.0003694395,0.002643978,0.001292876,0.0004321467,0.00001161363,0.0002574481,0.207748],"genre_scores_gemma":[0.9827937,0.0001976151,0.00149129,0.006807311,0.0006139738,0.00007250315,0.000003432963,0.00002842463,0.007991689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.200265,"threshold_uncertainty_score":0.9983671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09287273579846392,"score_gpt":0.3481710434576006,"score_spread":0.2552983076591366,"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."}}