{"id":"W3113432672","doi":"10.1097/sap.0000000000002608","title":"The Impact of Policy Reform on Utilization of Popular Reconstructive Procedures","year":2020,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicaid; Medicine; Quarter (Canadian coin); Confidence interval; Specialty; Family medicine; Health care; Demography; Emergency medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00637408,0.000212372,0.0002792748,0.0005023568,0.0004468145,0.00150808,0.0005347971,0.0007726843,0.003626301],"category_scores_gemma":[0.02480462,0.0001722227,0.0007880819,0.0006721594,0.0008989885,0.001210507,0.001432361,0.00118679,0.0001431592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003875505,"about_ca_system_score_gemma":0.004222646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02207293,"about_ca_topic_score_gemma":0.02294202,"domain_scores_codex":[0.9942665,0.00352794,0.0002410648,0.0003735588,0.0006206003,0.0009704129],"domain_scores_gemma":[0.9812661,0.00748239,0.009159878,0.0004775387,0.000682501,0.0009315871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001663064,0.001735489,0.9579946,0.0001847578,0.0004300531,0.0001383261,0.001073533,0.004382345,0.0007404498,0.003953058,0.001163054,0.02654127],"study_design_scores_gemma":[0.00007884649,0.0009047035,0.9909847,0.00008854573,0.0001157192,0.00004103943,0.001623408,0.003474807,0.0004085678,0.0005386882,0.001724737,0.00001628986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949158,0.0004771093,0.0002479482,0.002004152,0.00002357374,0.00005671627,0.0003531631,0.000005280308,0.001916262],"genre_scores_gemma":[0.9988787,0.000194448,0.0001849858,0.0002708819,0.00002486651,0.00004344394,0.0001526656,0.000001705118,0.0002482836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02207293,"threshold_uncertainty_score":0.04388893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1040487837924471,"score_gpt":0.3515975645657087,"score_spread":0.2475487807732616,"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."}}