{"id":"W7061199871","doi":"","title":"Rapid synthesis: Role and impacts of perioperative surgical-team assistants","year":2024,"lang":"en","type":"other","venue":"","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Perioperative; MEDLINE; Context (archaeology); Key (lock); Evidence-based practice","routes":{"ca_aff":false,"ca_fund":true,"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":[0.08976384,0.002643665,0.005468909,0.0160939,0.001452586,0.009566613,0.004094149,0.005843156,0.1498952],"category_scores_gemma":[0.4067941,0.001872174,0.01104464,0.01415007,0.001580461,0.006803087,0.005998351,0.004959734,0.01499311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01272062,"about_ca_system_score_gemma":0.03370449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02854712,"about_ca_topic_score_gemma":0.04186491,"domain_scores_codex":[0.8992844,0.05446742,0.02152167,0.00346015,0.01845629,0.002810068],"domain_scores_gemma":[0.600448,0.2857856,0.02355679,0.01579707,0.07130408,0.003108529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001679109,0.00004339408,0.001108158,0.5745045,0.005138203,0.0001036949,0.0009345965,0.0005458028,0.000196341,0.006302426,0.3319432,0.07750057],"study_design_scores_gemma":[0.003789349,0.0002245251,0.005882886,0.580691,0.01396476,0.00008808248,0.002608155,0.0005368465,0.0006462109,0.01268858,0.3787008,0.0001788957],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.003986808,0.1560461,0.01255998,0.1007808,0.029453,0.06162727,0.544784,0.0017947,0.08896728],"genre_scores_gemma":[0.1018603,0.2425419,0.1216238,0.0771929,0.01084424,0.3155583,0.09635718,0.001918334,0.0321031],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1498952,"threshold_uncertainty_score":0.5014493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00916473295576223,"score_gpt":0.2645824160998006,"score_spread":0.2554176831440383,"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."}}