{"id":"W7046675507","doi":"","title":"Development of a self-directed orientation resource for nurses newly hired to the neurosurgical perioperative specialty","year":2023,"lang":"en","type":"report","venue":"Memorial University Research Repository (Memorial University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perioperative; Perioperative nursing; Resource (disambiguation); Practicum; Orientation (vector space); Service (business); Specialty; Process (computing)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009736458,0.0003716966,0.0004594101,0.003687173,0.001877685,0.002684047,0.002051038,0.001095307,0.01144394],"category_scores_gemma":[0.01770284,0.0003526268,0.0004871919,0.002313421,0.00090212,0.003017127,0.002876016,0.001336701,0.003211484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004454821,"about_ca_system_score_gemma":0.02649455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007129464,"about_ca_topic_score_gemma":0.02664753,"domain_scores_codex":[0.995843,0.002154136,0.0004092877,0.0001700421,0.001104399,0.0003191186],"domain_scores_gemma":[0.9746282,0.01221675,0.001656567,0.001464635,0.007022905,0.00301095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001084091,0.001226487,0.01239646,0.003778972,0.00002513545,0.001271402,0.02550007,0.0006065246,0.004323375,0.005255955,0.1295682,0.8159389],"study_design_scores_gemma":[0.0001574101,0.0008651006,0.04890897,0.007618994,0.00007351195,0.001425237,0.05754223,0.00190175,0.006207299,0.005120561,0.8699717,0.0002072908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4256905,0.005237476,0.1183526,0.03518348,0.002013382,0.03231972,0.007069237,0.006642919,0.3674907],"genre_scores_gemma":[0.316965,0.006480123,0.5874357,0.004749245,0.0003726837,0.01701358,0.007317482,0.0005513972,0.05911475],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01144394,"threshold_uncertainty_score":0.05149198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0531279418942999,"score_gpt":0.3109106814667686,"score_spread":0.2577827395724687,"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."}}