{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008403603,0.0003090836,0.0003546297,0.0008598922,0.001519348,0.0009454853,0.0006337355,0.0004978442,0.001405619],"category_scores_gemma":[0.001260983,0.0006122811,0.000647038,0.001657895,0.0003936462,0.0006333934,0.0009524649,0.001128028,0.0004668786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009143801,"about_ca_system_score_gemma":0.001067286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04329526,"about_ca_topic_score_gemma":0.04861236,"domain_scores_codex":[0.9995348,0.0001311142,0.00005275588,0.00006971358,0.00008239271,0.0001292555],"domain_scores_gemma":[0.9983519,0.0001883326,0.0007376764,0.0001319016,0.0002359674,0.0003541826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005907045,0.00008107204,0.9976314,0.0000173079,0.00002573732,0.0002714485,0.0009017739,0.00001448554,0.00007424867,0.0000141864,0.0003619853,0.0005471925],"study_design_scores_gemma":[0.000005737294,0.0001394699,0.9959406,0.00001577655,0.00002314892,0.0006437204,0.002823411,0.0000316889,0.0000318753,0.00000696126,0.0003293706,0.000008314487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970614,0.0001179599,0.00004392011,0.00007865755,0.000004500015,0.00003660268,0.002360726,0.000003898852,0.0002922831],"genre_scores_gemma":[0.9956964,0.0004538145,0.0001863092,0.0001511401,0.00001164054,0.0001129501,0.002911811,0.000005752728,0.0004701962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04329526,"threshold_uncertainty_score":0.08608651,"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."}}