{"id":"W7110861491","doi":"10.1371/journal.pone.0330926.s001","title":"PRISMA checklist.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Visual analogue scale; Oswestry Disability Index; Orthopedic surgery; Decompression; Back pain; Lumbar; Randomized controlled trial; Cohort","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.05374823,0.003652122,0.008339721,0.01261712,0.002405453,0.007243409,0.009452916,0.004189803,0.4024784],"category_scores_gemma":[0.1611617,0.004165795,0.01400321,0.01506895,0.002313191,0.00387775,0.006518187,0.006052276,0.04081608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008317312,"about_ca_system_score_gemma":0.0425068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01186815,"about_ca_topic_score_gemma":0.01503861,"domain_scores_codex":[0.9534115,0.01925222,0.01847878,0.002890088,0.004868369,0.00109911],"domain_scores_gemma":[0.8500313,0.09055188,0.0140871,0.009829672,0.03394061,0.001559461],"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":[0.001707791,0.0001842552,0.0004732875,0.4030826,0.001932878,0.0001380746,0.0006146201,0.0009784496,0.0002380706,0.008473281,0.5364153,0.0457614],"study_design_scores_gemma":[0.009732165,0.0003868645,0.004193821,0.1881728,0.003005845,0.0002668691,0.001188884,0.001658492,0.0005298651,0.02183487,0.7686907,0.0003388777],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0009753119,0.007868958,0.01533232,0.01029203,0.004818388,0.2033482,0.7307063,0.006874681,0.01978366],"genre_scores_gemma":[0.003749606,0.005165161,0.07350212,0.002991139,0.0003032132,0.8479561,0.05596907,0.00125372,0.009109924],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4024784,"threshold_uncertainty_score":0.8522921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02934930428109808,"score_gpt":0.3280524449482536,"score_spread":0.2987031406671555,"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."}}