{"id":"W4417457264","doi":"10.1177/11207000251379369","title":"Does the French Paradox cementing technique improve or compromise femoral stem stability? An in vitro cadaver study","year":2025,"lang":"en","type":"article","venue":"Hip International","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; London Health Sciences Centre","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Cadaver; Cadaveric spasm; Orthopedic surgery; Prosthesis design; Hip arthroplasty","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":[0.002695205,0.0008170818,0.0004271149,0.0008472658,0.0002336223,0.0003550251,0.0006572311,0.0009210974,0.005022241],"category_scores_gemma":[0.002276566,0.0005728771,0.0005942765,0.0004856483,0.00125614,0.0005559569,0.0002751143,0.0005256174,0.0009274181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003175088,"about_ca_system_score_gemma":0.0002884736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007328256,"about_ca_topic_score_gemma":0.001969637,"domain_scores_codex":[0.9990129,0.0003208361,0.0001091736,0.0001606354,0.0002821307,0.0001142247],"domain_scores_gemma":[0.9967883,0.001653228,0.0005438916,0.0006197233,0.0003231975,0.00007170713],"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":[0.008896559,0.004288237,0.02101157,0.001687835,0.0004045618,0.003113618,0.0009534828,0.003509481,0.8878396,0.0006661896,0.0008177429,0.06681108],"study_design_scores_gemma":[0.001310227,0.1874979,0.1716626,0.000767793,0.002538824,0.0476891,0.001714473,0.01137314,0.5558646,0.0008860849,0.01849663,0.0001985703],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919878,0.002526573,0.004330888,0.00003027576,0.00003339388,0.0001059154,0.0001374349,0.00002121511,0.0008265228],"genre_scores_gemma":[0.990149,0.002340544,0.006099234,0.00007443845,0.00002275156,0.00005570485,0.0003901919,0.00001311222,0.0008549535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005022241,"threshold_uncertainty_score":0.016801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02672402086844333,"score_gpt":0.307453863483731,"score_spread":0.2807298426152877,"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."}}