{"id":"W2982526608","doi":"10.1200/jgo.19.00302","title":"Delivery of Cancer Care in India and Canada: Opportunities for Bidirectional Learning","year":2019,"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":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Cancer; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.002838226,0.00006565916,0.0006939286,0.000119584,0.00003100917,0.000006580541,0.00008416662,0.00009327272,0.00008892328],"category_scores_gemma":[0.0004759313,0.00007840568,0.00005189541,0.00005506014,0.00002983273,0.0001414559,0.00001814886,0.0001196026,0.000002607834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002411407,"about_ca_system_score_gemma":0.002631787,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1735609,"about_ca_topic_score_gemma":0.375846,"domain_scores_codex":[0.9977406,0.0001221288,0.001826926,0.000108055,0.00005396939,0.000148382],"domain_scores_gemma":[0.9970636,0.0005015439,0.002143766,0.00004878806,0.0001654976,0.00007681887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009069219,0.00002197897,0.9813385,0.0001881606,0.00006291999,0.000004004537,0.0003931865,0.0007475832,0.000002013105,0.008637743,0.007145029,0.001368159],"study_design_scores_gemma":[0.001689183,0.0006020223,0.7167361,0.00009483669,0.00001042125,0.00003248071,0.009340648,0.0003017139,0.000002919718,0.0009558845,0.2701142,0.0001195433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826087,0.007129561,0.00002332434,0.006005094,0.001008785,0.0001652054,0.0002038863,0.000001515776,0.002853942],"genre_scores_gemma":[0.9968069,0.0006274145,0.0004892225,0.00176774,0.0001616993,0.000007930079,0.000003384482,0.00000536731,0.0001303418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2646024,"threshold_uncertainty_score":0.8319424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2535031510286889,"score_gpt":0.4290880662176251,"score_spread":0.1755849151889363,"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."}}