{"id":"W2745536240","doi":"10.12927/hcq.2017.25228","title":"Conserving Quality of Life through Community Paramedics","year":2017,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Best practice; Quality (philosophy); Nursing; Business; Medical emergency; Medicine; Public relations; Psychology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003868354,0.0002913374,0.001022818,0.00005150111,0.006180752,0.00002770999,0.001215926,0.0005571904,0.0002914237],"category_scores_gemma":[0.001812212,0.0002793306,0.000137396,0.0001191636,0.0004940408,0.0003792945,0.0001796021,0.002316523,0.0002812832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002559515,"about_ca_system_score_gemma":0.001714804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.227091,"about_ca_topic_score_gemma":0.04342684,"domain_scores_codex":[0.9907793,0.005114771,0.002019368,0.0003308013,0.0006044268,0.001151266],"domain_scores_gemma":[0.9911338,0.002223494,0.002216073,0.003032796,0.0007748515,0.0006189522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004686698,0.0002465506,0.8029815,0.009270143,0.0000552625,0.000006782613,0.09058049,5.868596e-7,0.00003317111,0.05990832,0.0161312,0.02031732],"study_design_scores_gemma":[0.002565915,0.001329686,0.7983152,0.003033171,0.00002093005,0.000002312528,0.1327653,0.00004106194,0.000009037389,0.02615718,0.03528645,0.0004738368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9441202,0.0009743519,0.0001986866,0.03259266,0.002036388,0.001308701,0.0001551723,0.000218779,0.01839504],"genre_scores_gemma":[0.989482,0.0001487116,0.001292813,0.00807291,0.0003907545,0.0001080926,0.00004053041,0.00004109103,0.0004231278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1836641,"threshold_uncertainty_score":0.9999852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2388835968754671,"score_gpt":0.5333567004518487,"score_spread":0.2944731035763816,"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."}}