{"id":"W4205703428","doi":"10.1017/cjn.2021.327","title":"P.217 Patient reported outcomes following surgery for lumbar spinal stenosis: Comparison of a universal and multitier health care system","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Biotech (Canada)","funders":"","keywords":"Medicine; Cohort; Lumbar spinal stenosis; Spinal stenosis; Stenosis; Cohort study; Prospective cohort study; Lumbar; Surgery; Patient satisfaction; Physical therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001259661,0.000165205,0.0003765379,0.001116097,0.0005740878,0.001017484,0.0005000836,0.0003262108,0.003476221],"category_scores_gemma":[0.00510083,0.000108163,0.0009097756,0.002727998,0.0004215717,0.0005154258,0.0008124409,0.0004699684,0.0001751447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002872622,"about_ca_system_score_gemma":0.003492794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2294041,"about_ca_topic_score_gemma":0.2724875,"domain_scores_codex":[0.9985408,0.0002358633,0.0001313456,0.0001288648,0.0006625216,0.0003007032],"domain_scores_gemma":[0.996434,0.0005848842,0.001500663,0.00007689709,0.0007712723,0.0006322668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002412151,0.00005004086,0.9947668,0.00005480185,0.0001581511,0.00001627097,0.00008585981,0.00004872226,0.00002255284,0.0000436048,0.000589829,0.003922117],"study_design_scores_gemma":[0.00002335895,0.0001796288,0.998955,0.00003100921,0.000052556,0.00003372307,0.0003170146,0.0001368394,0.00001537073,0.00002193795,0.0002300783,0.00000336777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925478,0.0007826373,0.0000816445,0.0003654177,0.00002852508,0.00006893126,0.003758078,0.000006095023,0.002360841],"genre_scores_gemma":[0.9980142,0.0001890599,0.00007240315,0.00007349699,0.0000148002,0.00003006887,0.001465507,0.000001683088,0.0001387758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2294041,"threshold_uncertainty_score":0.4561377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06685929557648633,"score_gpt":0.3327163485883261,"score_spread":0.2658570530118398,"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."}}