{"id":"W4408464278","doi":"10.4055/cios24108","title":"Could the Type of Allograft Used for Anterior Cervical Discectomy and Fusion Affect Surgical Outcome? A Comparison Between Cortical Ring Allograft and Cortico-Cancellous Allograft","year":2025,"lang":"en","type":"article","venue":"Clinics in Orthopedic Surgery","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Peter's Hospital","funders":"","keywords":"Medicine; Surgery; Affect (linguistics); Anterior cervical discectomy and fusion; Cervical spine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00276982,0.00034314,0.001761361,0.0002615803,0.0001506878,0.00003518473,0.0001443481,0.0004005868,0.00005208941],"category_scores_gemma":[0.00181746,0.0002360729,0.0003520164,0.0006465602,0.0007801456,0.00005034118,0.0003141762,0.0008216188,0.000001886144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003592093,"about_ca_system_score_gemma":0.0001961037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007223646,"about_ca_topic_score_gemma":0.000177169,"domain_scores_codex":[0.9963338,0.0003129432,0.001772619,0.0006386428,0.0003892164,0.0005527117],"domain_scores_gemma":[0.9885529,0.01025539,0.0003035049,0.0004494277,0.0001507649,0.0002879976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001093879,0.0003232358,0.9288641,0.0006237857,0.0001319347,0.00009871016,0.0001554098,0.000001044045,0.00009854864,0.00009605782,0.00007160527,0.06844167],"study_design_scores_gemma":[0.00251672,0.0004286201,0.9769948,0.0006419406,0.0005326814,0.00004067705,0.0002111053,0.00185418,0.00004744006,0.0001634396,0.01630432,0.0002640808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928157,0.003090342,0.0003807623,0.001812467,0.0006482798,0.0009976386,0.00002607582,0.0000622285,0.0001664744],"genre_scores_gemma":[0.9969792,0.00172581,0.0003125417,0.0004784264,0.0001983879,0.00006327026,0.00006067616,0.0000346968,0.0001469428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06817758,"threshold_uncertainty_score":0.9626774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0683385358816352,"score_gpt":0.4086916806586523,"score_spread":0.3403531447770171,"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."}}