{"id":"W2263823726","doi":"10.12927/hcq.2015.24429","title":"Can Spine Surgery Be Done as an Outpatient Procedure at a University Health Sciences Centre?","year":2015,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"History of Medical Practice","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Best practice; Medical education; General surgery; Family medicine; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001458242,0.0002147734,0.0002555887,0.0007688646,0.002232998,0.002304297,0.0009775413,0.002077853,0.02320874],"category_scores_gemma":[0.02469025,0.0002789465,0.0003783253,0.0008894082,0.001119697,0.002037404,0.001190143,0.001553052,0.002054274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002753267,"about_ca_system_score_gemma":0.008764022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.023301,"about_ca_topic_score_gemma":0.1144328,"domain_scores_codex":[0.9979948,0.0007325097,0.0001023413,0.00008388871,0.0003483144,0.0007382375],"domain_scores_gemma":[0.9877098,0.001632983,0.002267686,0.000319797,0.001050093,0.007019811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004977767,0.001229469,0.4948965,0.001080955,0.0000669987,0.006234338,0.007689645,0.0003050744,0.001698532,0.004044792,0.1457093,0.3365466],"study_design_scores_gemma":[0.0001266724,0.0009318158,0.8130036,0.003176948,0.00007263486,0.006686367,0.02711252,0.0004133078,0.0006959082,0.003581166,0.144096,0.0001030371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4910203,0.01256813,0.001235762,0.3869742,0.00492219,0.0001469929,0.0004708923,0.0001500184,0.1025115],"genre_scores_gemma":[0.9387597,0.0128536,0.001878529,0.030061,0.003801074,0.00007672578,0.0002681617,0.00005765416,0.01224358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.023301,"threshold_uncertainty_score":0.07764095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06945702038288239,"score_gpt":0.33447277066021,"score_spread":0.2650157502773276,"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."}}