{"id":"W2592850906","doi":"10.1542/peds.2016-3117","title":"Pediatric and Adult Physician Networks in Affordable Care Act Marketplace Plans","year":2017,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"","keywords":"Specialty; Medicine; Family medicine","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":[0.0003812203,0.0001639773,0.0003067172,0.0002687504,0.0003090396,0.0001724562,0.0003292915,0.0001342171,0.00001670682],"category_scores_gemma":[0.0002050753,0.000199112,0.00005395917,0.0001721999,0.00002778588,0.0002895055,0.0001816941,0.0002374919,0.00008502616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009857639,"about_ca_system_score_gemma":0.00002813575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003509984,"about_ca_topic_score_gemma":0.001738288,"domain_scores_codex":[0.9986737,0.0000159241,0.0003978149,0.0003895482,0.00004247674,0.000480479],"domain_scores_gemma":[0.9989172,0.00006278562,0.000353147,0.0005063486,0.00002958201,0.0001309715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001674422,0.00003834661,0.9480394,0.000282285,0.000005769133,0.00001213094,0.0005352369,0.0001715775,1.897032e-8,0.04203026,0.0034955,0.005372725],"study_design_scores_gemma":[0.001397571,0.00009273736,0.9162599,0.00001078112,0.00002629022,0.000001338967,0.0003834283,0.004969462,8.308264e-7,0.005931707,0.07031561,0.0006103136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7836635,0.01357758,0.001666549,0.005226486,0.001826025,0.0009817937,0.0004672683,0.0001153353,0.1924754],"genre_scores_gemma":[0.9865592,0.01091944,0.0002257928,0.0006365475,0.001155799,0.00002993115,0.00001932919,0.00002595011,0.0004279806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2028957,"threshold_uncertainty_score":0.8119552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0207627943846576,"score_gpt":0.2462228191560542,"score_spread":0.2254600247713966,"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."}}