{"id":"W2894172659","doi":"10.1200/jgo.18.42400","title":"Families of Children Newly Diagnosed With Cancer Incur Significant Out-of-Pocket Expenditure for Treatment: Report of a Multi-Site Prospective Longitudinal Study From India (INPOG-ACC-16-01)","year":2018,"lang":"en","type":"article","venue":"Journal of Global Oncology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Socioeconomic status; Public health; Prospective cohort study; Health care; Environmental health; Demography; Pediatrics; Population; Surgery; Nursing; Economic growth","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":[],"consensus_categories":[],"category_scores_codex":[0.003368607,0.0002595934,0.002427955,0.0002219774,0.00008463179,0.00001543581,0.0003047867,0.0002084824,0.0001482265],"category_scores_gemma":[0.001066727,0.0002330372,0.0002452811,0.000194495,0.0002737315,0.0002760063,0.00004944396,0.0001309204,0.00001020073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002113551,"about_ca_system_score_gemma":0.001241839,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01360707,"about_ca_topic_score_gemma":0.01428958,"domain_scores_codex":[0.9941379,0.0002622077,0.004690721,0.0004400734,0.0001620165,0.0003071279],"domain_scores_gemma":[0.98729,0.0006807535,0.01099489,0.0003675944,0.0005079747,0.0001588183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008690062,0.002056449,0.9861581,0.00004992411,0.001345752,0.00003094122,0.006436397,0.00004890766,0.0000154668,0.0003081807,0.002172065,0.0005088365],"study_design_scores_gemma":[0.009852066,0.008536343,0.9750096,0.0001112757,0.0001792512,0.00004553865,0.003978712,0.00003769685,0.0001130463,0.00080567,0.001130875,0.0001999065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905899,0.001471127,0.001730555,0.0007704188,0.0009593342,0.00170692,0.002428608,0.000006676579,0.000336461],"genre_scores_gemma":[0.9921597,0.0001602791,0.006624311,0.0002098692,0.0006676912,0.0001052337,0.00002599096,0.00002077348,0.00002610658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01114845,"threshold_uncertainty_score":0.9929614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2127386408298606,"score_gpt":0.4552078584136312,"score_spread":0.2424692175837706,"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."}}