{"id":"W7066709554","doi":"","title":"Jamie Jay Rothstein, RN, CCRC","year":2014,"lang":"en","type":"article","venue":"The Medicine Forum","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Compassion; Passion; Certification; Unit (ring theory); Health care; Credentialing; Quality (philosophy); Clinical Practice","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001275936,0.0001310155,0.0003631324,0.0001034899,0.0002461516,0.00002615994,0.0003880041,0.00004040826,0.007013138],"category_scores_gemma":[0.0002569517,0.00009154798,0.00007496018,0.0001447584,0.0003189667,0.00009387004,0.0001301541,0.0001051795,0.0201912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003931504,"about_ca_system_score_gemma":0.000004669494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003041196,"about_ca_topic_score_gemma":0.00003047252,"domain_scores_codex":[0.9988797,0.00001249795,0.0004017537,0.0003113655,0.00003364456,0.000361027],"domain_scores_gemma":[0.9991384,0.00009496423,0.0001973154,0.0004814856,0.00001873119,0.00006910752],"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":[0.000005237782,0.00001156541,0.003504078,0.000005492249,0.000033202,3.754188e-7,0.0006393878,0.00001257265,0.000003149936,0.3478064,0.6464951,0.00148348],"study_design_scores_gemma":[0.0005874087,0.00007151705,0.001720867,0.00001400157,0.000008187617,0.000002244842,0.001162846,0.0009127714,0.00001419132,0.04203463,0.953346,0.0001253807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009904538,0.001656605,0.001403811,0.02511122,0.004362094,0.000178444,0.0000391384,0.00005589996,0.9572883],"genre_scores_gemma":[0.7159556,0.0001645202,0.00006906596,0.004416258,0.0005864537,0.00001932761,0.000006787817,0.00001859816,0.2787634],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7060511,"threshold_uncertainty_score":0.9938946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02913399782526941,"score_gpt":0.2042133689747695,"score_spread":0.1750793711495001,"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."}}