{"id":"W4410465149","doi":"10.1007/s12178-025-09981-8","title":"Patient-Reported Outcomes Measures in Spine Surgery","year":2025,"lang":"en","type":"review","venue":"Current Reviews in Musculoskeletal Medicine","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Sports medicine; Orthopedic surgery; Medicine; MEDLINE; Physical therapy; General surgery; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.007848218,0.001622015,0.00598213,0.005638352,0.0003640261,0.00254821,0.001927183,0.001485343,0.004341994],"category_scores_gemma":[0.02303221,0.0005825537,0.005001219,0.007262723,0.001106577,0.001874756,0.001733443,0.00262087,0.0005356572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001786785,"about_ca_system_score_gemma":0.003686126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003749456,"about_ca_topic_score_gemma":0.009393735,"domain_scores_codex":[0.993008,0.00206937,0.002150818,0.000738015,0.001847741,0.0001861542],"domain_scores_gemma":[0.9813547,0.01430074,0.002677685,0.0001971775,0.001307828,0.0001619423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003069381,0.0001378436,0.003991522,0.2306868,0.00507881,0.0000593698,0.0001480238,0.0003844297,0.0001734799,0.001432193,0.009222168,0.7483784],"study_design_scores_gemma":[0.0006535855,0.0011437,0.0706088,0.58464,0.03221104,0.001379343,0.001098243,0.001045547,0.0006606267,0.005975925,0.3001964,0.000386845],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001667108,0.9992518,0.00007390737,0.0001185743,0.0001512328,0.00001303165,0.00007424165,0.000002418947,0.0001481346],"genre_scores_gemma":[0.00302236,0.9957401,0.0004378528,0.0003364738,0.0001970127,0.00004844895,0.0001210299,0.000002143655,0.00009457461],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007848218,"threshold_uncertainty_score":0.04150581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.109401249918807,"score_gpt":0.4378759468335441,"score_spread":0.3284746969147371,"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."}}