{"id":"W4417421891","doi":"10.1016/j.xnsj.2025.100826","title":"Guest editors introduction of the North American spine society section reports: state of the art and future directions in spine surgery/care","year":2025,"lang":"en","type":"article","venue":"North American Spine Society Journal (NASSJ)","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Section (typography); SPINE (molecular biology); State (computer science); Special section","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":[0.006467239,0.001970541,0.001622081,0.004737774,0.001836267,0.007301243,0.001915458,0.004987636,0.04409203],"category_scores_gemma":[0.02865875,0.0008218118,0.001272824,0.0018695,0.001400542,0.004566051,0.002173829,0.00794841,0.02959388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001996172,"about_ca_system_score_gemma":0.003819185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001301665,"about_ca_topic_score_gemma":0.003031071,"domain_scores_codex":[0.9960939,0.0004843556,0.0006562324,0.0004723611,0.001947722,0.0003453761],"domain_scores_gemma":[0.9575592,0.006573115,0.002632095,0.0009301674,0.02565009,0.006655448],"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":[0.00001385155,0.00001013481,0.0001780829,0.000127013,0.000002920216,0.00006919722,0.00001810459,0.00002099196,0.00006355505,0.0003207976,0.9847656,0.01440971],"study_design_scores_gemma":[0.000009786248,0.00002339252,0.0005509214,0.0005318794,0.000009168106,0.000341149,0.00007162597,0.00006433008,0.00008515924,0.0005540757,0.9977436,0.00001503587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001325382,0.008182189,0.0003407058,0.06286462,0.9223818,0.0000300571,0.0001228546,0.0001054656,0.005839789],"genre_scores_gemma":[0.001511544,0.01432128,0.000507009,0.02359447,0.9388063,0.00005399044,0.0001919318,0.0001297746,0.02088374],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04409203,"threshold_uncertainty_score":0.1475025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005172732483806397,"score_gpt":0.2513669745430457,"score_spread":0.2461942420592393,"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."}}