{"id":"W4392302362","doi":"10.1177/21925682231201601","title":"Development of an International AO Spine Guideline for the Use of Osteobiologics in Anterior Cervical Fusion and Decompression (AO-GO)","year":2024,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Guideline; Medicine; Grading (engineering); Randomized controlled trial; Evidence-based medicine; Systematic review; Multidisciplinary approach; Evidence-based practice; Appropriate Use Criteria; Clinical trial; Medical physics; Physical therapy; MEDLINE; Surgery; Alternative medicine; Pathology","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":[0.1205727,0.002199578,0.005412388,0.01115075,0.002219662,0.006233796,0.007001634,0.009438006,0.004964096],"category_scores_gemma":[0.2114521,0.002323411,0.009702161,0.009587073,0.00203533,0.003958407,0.005581817,0.008599248,0.002717984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01374238,"about_ca_system_score_gemma":0.08443586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02671729,"about_ca_topic_score_gemma":0.04262165,"domain_scores_codex":[0.8661442,0.0577964,0.04478714,0.003970806,0.02539008,0.001911345],"domain_scores_gemma":[0.8289772,0.04705501,0.02524948,0.005345749,0.08924711,0.004125435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005108679,0.0006427328,0.007450144,0.129571,0.002406724,0.0007017216,0.003584826,0.003061722,0.00315191,0.01574307,0.4083323,0.424843],"study_design_scores_gemma":[0.002763723,0.0008595388,0.01824206,0.4003417,0.007572914,0.0008780069,0.00230494,0.00431605,0.002899207,0.01600054,0.5433558,0.0004655614],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"other","genre_scores_codex":[0.01133174,0.1286609,0.1818165,0.1891459,0.02125742,0.3956157,0.02465731,0.001197539,0.04631706],"genre_scores_gemma":[0.01904331,0.04074701,0.7461634,0.02337112,0.001091547,0.1525742,0.01118003,0.0002555513,0.005573788],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1205727,"threshold_uncertainty_score":0.637657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04979482487463548,"score_gpt":0.3664025215933233,"score_spread":0.3166076967186878,"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."}}