{"id":"W4362475850","doi":"10.14245/ns.2244952.476","title":"Robotics in Cervical Spine Surgery: Feasibility and Safety of Posterior Screw Placement","year":2023,"lang":"en","type":"article","venue":"Neurospine","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Confidence interval; Cochrane Library; Meta-analysis; Cervical spine; Cervical vertebrae; Surgery; MEDLINE; Relative risk; Subgroup analysis; Cohort study; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002700796,0.0001004133,0.0003313757,0.0001494742,0.00001907636,0.000005869976,0.00003633737,0.00006456109,0.00005626],"category_scores_gemma":[0.0002406493,0.00008530726,0.00005472339,0.0003753631,0.00004985177,0.00003261781,0.00006701438,0.0001333535,0.000004114973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003069746,"about_ca_system_score_gemma":0.00003481725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003164857,"about_ca_topic_score_gemma":0.0000122685,"domain_scores_codex":[0.9990583,0.00002747169,0.000365466,0.0002095895,0.0001833828,0.0001557595],"domain_scores_gemma":[0.999532,0.00004243889,0.00007681332,0.0002178304,0.0000515288,0.00007933621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001894567,0.0004454684,0.9371853,0.0009205368,0.00002203995,0.0001980033,0.00009878752,0.00009704736,0.04039345,0.0006858982,0.001633986,0.01642486],"study_design_scores_gemma":[0.0007097334,0.0004788537,0.9930031,0.0001261947,0.00001409061,0.00002284431,0.00001023886,0.0004702598,0.00392425,0.00007094721,0.001101949,0.00006756202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927552,0.0001543938,0.0001933379,0.006116098,0.00008686866,0.0004434804,0.0000109567,0.0001081305,0.0001315809],"genre_scores_gemma":[0.9978794,0.0004988057,0.0006138819,0.0007735426,0.00004152123,0.000007050085,0.00003745511,0.00001458996,0.0001337953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05581772,"threshold_uncertainty_score":0.3478729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04304981387435236,"score_gpt":0.3219239988681408,"score_spread":0.2788741849937885,"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."}}