{"id":"W4412727585","doi":"10.1002/jsp2.70087","title":"Evaluation of a Force‐Control Experimental Method to Perform Unconstrained Load‐Induced Subsidence Testing of Spinal Interbody Implants","year":2025,"lang":"en","type":"article","venue":"JOR Spine","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Institute of Musculoskeletal Health and Arthritis; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Subsidence; Orthodontics; Computer science; Structural engineering; Engineering; Geology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001349689,0.0006829654,0.0001794842,0.0005617597,0.0001804198,0.0001914813,0.0004705985,0.000417043,0.001628674],"category_scores_gemma":[0.00183496,0.0002318676,0.0002004877,0.000166916,0.0004172318,0.0002591946,0.0003073894,0.0002052774,0.0002137809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002580593,"about_ca_system_score_gemma":0.0003781414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000589785,"about_ca_topic_score_gemma":0.001473694,"domain_scores_codex":[0.9987166,0.0001795508,0.0001182303,0.0001757261,0.0007448821,0.00006499001],"domain_scores_gemma":[0.9983087,0.0004315229,0.0003403573,0.0002229067,0.00063099,0.00006560704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009323874,0.0001353485,0.0008155386,0.00007093575,0.000004844135,0.00001979269,0.00003617385,0.0001788021,0.9895717,0.00005344909,0.00004323217,0.008977079],"study_design_scores_gemma":[0.00004183884,0.003143144,0.02441602,0.0000195896,0.00004095743,0.0002946538,0.0000503616,0.008110556,0.9621839,0.00004410683,0.001631609,0.00002323438],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8233682,0.000674148,0.1734271,0.00007322041,0.0001361937,0.000593767,0.0001502821,0.0002583555,0.001318726],"genre_scores_gemma":[0.8660376,0.0003067015,0.1311181,0.00005465594,0.00003593659,0.0005906687,0.0001873081,0.00003201312,0.001636968],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001628674,"threshold_uncertainty_score":0.007137895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08453208279757418,"score_gpt":0.4371127482820072,"score_spread":0.3525806654844331,"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."}}