{"id":"W3047250007","doi":"10.1016/j.xnsj.2020.100019","title":"Evidence-based medicine and clinical decision-making in spine surgery","year":2020,"lang":"en","type":"editorial","venue":"North American Spine Society Journal (NASSJ)","topic":"Vitamin K Research Studies","field":"Nursing","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scopus; Medicine; Alternative medicine; Food and drug administration; Family medicine; Clinical trial; Scientific evidence; Medical journal; Evidence-based medicine; MEDLINE; Internal medicine; Political science; Law; Medical emergency; Pathology","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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005993955,0.0009947142,0.003524608,0.0004894344,0.0006458759,0.0002575976,0.0009186374,0.0005535381,0.00007809172],"category_scores_gemma":[0.08880086,0.0008151651,0.001312018,0.002828637,0.002695634,0.0004418518,0.0004923233,0.007966154,0.00001514344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00100177,"about_ca_system_score_gemma":0.001736544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002642105,"about_ca_topic_score_gemma":0.0009027151,"domain_scores_codex":[0.9890769,0.001085612,0.002981075,0.001362272,0.004031825,0.001462287],"domain_scores_gemma":[0.9743193,0.0200401,0.002533294,0.0006678512,0.001443589,0.000995798],"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":[0.0004279946,0.0001021247,0.1011012,0.000245132,0.0002794183,0.0003557682,0.0003516078,0.00002717886,0.000004840161,6.342878e-8,0.7651874,0.1319172],"study_design_scores_gemma":[0.002708301,0.003882229,0.3757736,0.01601801,0.0005246986,0.00004482382,0.001408936,0.0008555696,0.000001312018,0.00003525,0.5974804,0.001266856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.05546677,0.02747455,0.001789185,0.04580531,0.8678793,0.001107909,0.0001528144,0.0002509162,0.00007328261],"genre_scores_gemma":[0.05060978,0.04984407,0.009143342,0.003745361,0.886212,0.00003102773,0.0001183007,0.0002525015,0.00004364573],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2746724,"threshold_uncertainty_score":0.9994299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06537783573194603,"score_gpt":0.4154154146435379,"score_spread":0.3500375789115919,"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."}}