{"id":"W2887360805","doi":"10.1097/nur.0000000000000397","title":"Taking Lemons and Making Lemonade","year":2018,"lang":"en","type":"article","venue":"Clinical Nurse Specialist","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; Western University","funders":"","keywords":"MEDLINE; Business; Computer science; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001136799,0.0002153325,0.0006464671,0.00007692946,0.0002232035,0.00006645021,0.0001651233,0.0002164486,0.001207029],"category_scores_gemma":[0.002319077,0.0002061801,0.0002116936,0.0002077158,0.001307224,0.00009652946,0.00008782132,0.0004796647,0.0002859614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006051687,"about_ca_system_score_gemma":0.0001498672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001765484,"about_ca_topic_score_gemma":0.0008939409,"domain_scores_codex":[0.9974746,0.0001796801,0.0009457929,0.0006029996,0.0004021849,0.0003947972],"domain_scores_gemma":[0.99814,0.0004945827,0.0003250094,0.0005862086,0.0001007094,0.0003534977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001510887,0.00111368,0.5303787,0.0001879047,0.0003443762,0.0002660844,0.003819072,9.755122e-8,0.0002443656,0.02490218,0.1661717,0.271061],"study_design_scores_gemma":[0.002104654,0.0006093404,0.6812999,0.0004379225,0.0001532008,0.00008597939,0.0006650548,0.00003648104,0.00008118179,0.001561987,0.3126723,0.0002919738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7509328,0.0004461278,0.0004463674,0.03739623,0.004752597,0.0005463157,0.00002812651,0.0002748955,0.2051765],"genre_scores_gemma":[0.9667744,0.00005058183,0.002668438,0.01191146,0.01713231,0.000005056007,0.00001273006,0.00004835374,0.001396672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.270769,"threshold_uncertainty_score":0.999706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1104060972514639,"score_gpt":0.459284013251004,"score_spread":0.3488779159995401,"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."}}