{"id":"W2405878242","doi":"10.3233/978-1-60750-932-5-419","title":"Feasibility Study of Patient-Specific Surgical Templates for the Fixation of Pedicle Screws","year":2002,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Template; Fixation (population genetics); Medicine; Surgery; Computer science","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":[0.002650778,0.0008312489,0.0003709115,0.0005950456,0.0001469187,0.0005110248,0.001170866,0.0009578701,0.00198251],"category_scores_gemma":[0.008844775,0.0005368507,0.0006338747,0.0002601383,0.0004223378,0.0005714083,0.0004681408,0.0002773035,0.0004504424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002834736,"about_ca_system_score_gemma":0.0008783102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002894819,"about_ca_topic_score_gemma":0.0004332615,"domain_scores_codex":[0.997548,0.0007646054,0.0002885064,0.0002275627,0.001045151,0.0001261026],"domain_scores_gemma":[0.9949269,0.002199435,0.0005692773,0.0009692145,0.001038218,0.0002968934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003221517,0.00199565,0.04088187,0.001508565,0.0002200628,0.002938873,0.0008946676,0.09429353,0.4986084,0.00586,0.001881667,0.3476953],"study_design_scores_gemma":[0.001367484,0.04034714,0.04459799,0.000174766,0.0005571653,0.0185439,0.0007346823,0.3383363,0.5256538,0.00298268,0.02633195,0.0003721893],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5445914,0.0003787823,0.4501304,0.0001782951,0.0001598283,0.001404643,0.0002381167,0.0006270805,0.00229147],"genre_scores_gemma":[0.6675946,0.0001527233,0.3309308,0.00004764921,0.00002210729,0.0004114746,0.0002282409,0.00005096908,0.0005614171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002650778,"threshold_uncertainty_score":0.01401883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1138845117293613,"score_gpt":0.4070976115452436,"score_spread":0.2932130998158823,"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."}}