{"id":"W2285832850","doi":"10.1017/cjn.2015.123","title":"Let There Be","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patient care; Patient satisfaction; Turnaround time; Neurosurgery; Set (abstract data type); Continuity of care; Nursing; Medical emergency; Health care; Operations management; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.003153434,0.0008719275,0.0006414849,0.00103552,0.007879233,0.007506232,0.002156268,0.005250723,0.2744762],"category_scores_gemma":[0.01980804,0.0003774689,0.0007482689,0.0006919747,0.003310262,0.008687131,0.007579106,0.006036912,0.1235888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003302104,"about_ca_system_score_gemma":0.009835321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0123782,"about_ca_topic_score_gemma":0.01919623,"domain_scores_codex":[0.9963864,0.0009592909,0.0001297568,0.0005068379,0.001129912,0.0008878128],"domain_scores_gemma":[0.9930742,0.0006829846,0.0003010607,0.0004969728,0.001905588,0.003539181],"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":[0.00006106069,0.00007801674,0.001298783,0.0001312224,0.000008823647,0.0005979849,0.00134857,0.0000321079,0.0001148116,0.01265872,0.8878274,0.09584244],"study_design_scores_gemma":[0.0000141044,0.00004089682,0.0005520506,0.0004037432,0.000007627133,0.0006718513,0.001938575,0.00002489435,0.0001009586,0.006111963,0.9901136,0.0000198767],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006371975,0.009366056,0.005898528,0.461512,0.04112938,0.0004192403,0.001363873,0.001570446,0.4723686],"genre_scores_gemma":[0.06182948,0.009947681,0.007735217,0.2248291,0.006045925,0.0005162327,0.001535301,0.0009145789,0.6866464],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2744762,"threshold_uncertainty_score":0.9182144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.068606915589355,"score_gpt":0.3162574870164492,"score_spread":0.2476505714270942,"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."}}