{"id":"W2903347472","doi":"10.1097/ppo.0000000000000338","title":"Models of Care—There Is More Than One Way to Deliver","year":2018,"lang":"en","type":"review","venue":"The Cancer Journal","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Isolation (microbiology); Medicine; Health care; Disease; Pediatric oncology; Nursing; Family medicine; Psychology; Cancer; Bioinformatics; Political science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009659778,0.0005247932,0.002539577,0.0002155625,0.0001896982,0.00004608053,0.0009758954,0.0002878536,0.001221599],"category_scores_gemma":[0.00006246276,0.0003251882,0.001085079,0.0004154398,0.000206765,0.00009628856,0.0002138525,0.001218343,0.00009048459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007353408,"about_ca_system_score_gemma":0.001117722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008846123,"about_ca_topic_score_gemma":0.000315257,"domain_scores_codex":[0.9963862,0.0003138267,0.001213518,0.0004433786,0.001147743,0.0004953298],"domain_scores_gemma":[0.9965933,0.0001273857,0.0009923043,0.001126522,0.0007001723,0.0004603335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002096825,0.0000945688,0.00002730466,0.02079053,0.002305495,0.00002621241,0.02085087,0.00002301057,0.000001245742,0.00005328317,0.05573601,0.8998818],"study_design_scores_gemma":[0.0006905865,0.0004136169,0.00009253628,0.06989845,0.003837257,0.0003645384,0.001000197,0.000007836715,0.00002355482,0.000292624,0.9229466,0.0004321855],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000749517,0.9929096,0.0002199017,0.002838069,0.0007871289,0.0009454328,0.0002883687,0.00002586258,0.001236162],"genre_scores_gemma":[0.0004413071,0.9911247,0.0003712385,0.002454938,0.004612997,0.00005655734,0.00001421837,0.0001385542,0.0007854693],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8994496,"threshold_uncertainty_score":0.99992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1289752977380501,"score_gpt":0.406946918696636,"score_spread":0.277971620958586,"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."}}