{"id":"W2001081099","doi":"10.1097/brs.0b013e3181b77f2d","title":"In the Eye of the Beholder","year":2009,"lang":"en","type":"article","venue":"Spine","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"York University; Canadian Spine Society","keywords":"Medicine; Orthopedic surgery; Lumbar; Preference; Physical therapy; Back pain; Surgery; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004233402,0.0001484176,0.0002332739,0.0003399396,0.002262618,0.001262383,0.0002755475,0.0009878168,0.008429784],"category_scores_gemma":[0.01456918,0.0001172087,0.0001348669,0.000476295,0.001711316,0.001324521,0.001130138,0.001061131,0.0008083208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002174839,"about_ca_system_score_gemma":0.003413716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05285176,"about_ca_topic_score_gemma":0.09213442,"domain_scores_codex":[0.9970077,0.001607935,0.00008009087,0.0001725022,0.0007221727,0.0004096624],"domain_scores_gemma":[0.9952409,0.001966483,0.0009356624,0.0002247685,0.000711788,0.0009204564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008403519,0.0005315193,0.5965235,0.0003990206,0.00007199941,0.002037083,0.04693199,0.0001657395,0.001153818,0.008647625,0.1635054,0.1791919],"study_design_scores_gemma":[0.0002336113,0.001497346,0.3641727,0.001763218,0.00009592475,0.004618587,0.2629418,0.0007332651,0.0007209363,0.01477903,0.3483298,0.0001136795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8505094,0.004342539,0.001547363,0.1066288,0.0004745583,0.0002410458,0.0006045816,0.00002870388,0.03562289],"genre_scores_gemma":[0.958815,0.001355524,0.0006913494,0.03421679,0.0001553759,0.00006730617,0.00005727169,0.000005776787,0.004635604],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05285176,"threshold_uncertainty_score":0.1050883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02034256197481251,"score_gpt":0.3229212090252535,"score_spread":0.302578647050441,"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."}}