{"id":"W4416500345","doi":"10.1302/1358-992x.2025.14.042","title":"OUTCOMES OF LOWER LIMB OSSEOINTEGRATION: A SIX-YEAR EXPERIENCE AT THE MONTREAL OI CLINIC","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Osseointegration; Femur; Amputation; Implant; Informed consent; Tibia; Osteomyelitis; Orthopedic surgery; Lower limb","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001321036,0.0004753642,0.0003031207,0.0009961507,0.001448348,0.0009189243,0.0007912155,0.0004588241,0.001757149],"category_scores_gemma":[0.003628395,0.0002402268,0.0003544048,0.001449186,0.0006695623,0.0004614397,0.00108539,0.0004590978,0.0003994383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004396786,"about_ca_system_score_gemma":0.002628514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1099707,"about_ca_topic_score_gemma":0.2326217,"domain_scores_codex":[0.9986481,0.0002878912,0.00006646126,0.0001203855,0.0004146297,0.0004625613],"domain_scores_gemma":[0.997221,0.0002648297,0.0007451113,0.0001101434,0.000541239,0.001117602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005298511,0.001729339,0.9061712,0.0000920766,0.00006617093,0.003584442,0.004801423,0.0002762871,0.001697622,0.0001003166,0.002696284,0.07825494],"study_design_scores_gemma":[0.00005189529,0.003124079,0.9840881,0.0000617912,0.00003678036,0.003973143,0.003218652,0.0003319485,0.0005191659,0.00003763596,0.004507262,0.00004950778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970361,0.0008666707,0.0001128823,0.0002772047,0.00001218073,0.00007026125,0.0002143778,0.00000996217,0.001400516],"genre_scores_gemma":[0.9975787,0.0006963912,0.0002697799,0.0001301029,0.00002598668,0.00003364756,0.0002068373,0.000007684037,0.001050789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8900293,"threshold_uncertainty_score":0.2186613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01186566071251212,"score_gpt":0.2960624357374788,"score_spread":0.2841967750249667,"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."}}