{"id":"W4245236151","doi":"10.1302/0301-620x.95b8.31811","title":"The Canadian Arthroplasty Society’s experience with hip resurfacing arthroplasty","year":2013,"lang":"en","type":"article","venue":"The Bone & Joint Journal","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hip resurfacing; Arthroplasty; Confidence interval; Proportional hazards model; Survival analysis; Body mass index; Implant; Cohort; Surgery; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00122378,0.0002978542,0.0003398662,0.00006189151,0.004915831,0.0004818521,0.00013292,0.00009462833,0.0008891626],"category_scores_gemma":[0.0001649284,0.0001301641,0.0002223083,0.000197755,0.0008120743,0.0002851766,0.00006086292,0.001617586,0.0003208898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002019551,"about_ca_system_score_gemma":0.001014221,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008379255,"about_ca_topic_score_gemma":0.03351642,"domain_scores_codex":[0.9972812,0.0001781763,0.0005437572,0.0002592053,0.0007561863,0.0009814953],"domain_scores_gemma":[0.9980001,0.000181441,0.0002754541,0.0005032489,0.0002759527,0.0007638019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001024363,0.0003904169,0.1241736,0.00009275927,0.001339311,0.002319531,0.04141388,0.000381904,0.005845392,0.00177662,0.3811967,0.4400455],"study_design_scores_gemma":[0.005691419,0.001412055,0.3574516,0.0007121606,0.0002117663,0.06033211,0.02523494,0.00139945,0.0006508449,0.0004891861,0.5455723,0.0008421181],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975488,0.0008760256,0.0002347572,0.01855494,0.0008073688,0.000544048,0.000007448174,0.00005037688,0.003437056],"genre_scores_gemma":[0.992713,0.0005709846,0.0006894578,0.001808797,0.0006929882,0.00002687747,0.000002727581,0.00004136044,0.003453801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4392034,"threshold_uncertainty_score":0.998224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01961885612583026,"score_gpt":0.2341398762746391,"score_spread":0.2145210201488089,"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."}}