{"id":"W2606873273","doi":"10.1097/01.npr.0000515430.58477.10","title":"Healthcare survival in a flat world","year":2017,"lang":"en","type":"article","venue":"The Nurse Practitioner","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"","keywords":"Health care; Computer science; Economics; 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":[0.001995266,0.0005412958,0.000395072,0.001291851,0.01200003,0.0100645,0.0009533278,0.00314289,0.03945356],"category_scores_gemma":[0.004547903,0.0002475463,0.0002971891,0.001445571,0.007687983,0.01013307,0.008254475,0.00543451,0.008797215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007320037,"about_ca_system_score_gemma":0.008837383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02547375,"about_ca_topic_score_gemma":0.02859961,"domain_scores_codex":[0.9979511,0.0005416642,0.00005931934,0.0001976069,0.0003671261,0.0008831828],"domain_scores_gemma":[0.9975283,0.0002302022,0.0001223138,0.0001048146,0.0004565747,0.001557776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006031656,0.0001060543,0.002281671,0.00015469,0.00001711912,0.0008185409,0.01780272,0.0001041427,0.0001382177,0.2148081,0.6616259,0.1020826],"study_design_scores_gemma":[0.000008940056,0.0000655117,0.001832429,0.0004466396,0.000004025255,0.0002739831,0.0120912,0.00005675738,0.00003754436,0.02062363,0.9645389,0.00002045939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02946594,0.04576864,0.001696189,0.5032003,0.01396933,0.00007916571,0.000690352,0.0002765479,0.4048535],"genre_scores_gemma":[0.5258498,0.05585155,0.001792435,0.2263383,0.008168518,0.0002140775,0.001074881,0.0003309363,0.1803794],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03945356,"threshold_uncertainty_score":0.1319853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1082251472989691,"score_gpt":0.4791929327477483,"score_spread":0.3709677854487791,"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."}}