{"id":"W2311006812","doi":"10.1177/1947603515623992","title":"Bilayer Implants","year":2016,"lang":"en","type":"article","venue":"Cartilage","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Biomomentum (Canada)","funders":"Geistlich Pharma","keywords":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003632454,0.0000725045,0.0001160844,0.00003343261,0.00002479908,0.000004596128,0.00002465613,0.00004307354,0.0006044474],"category_scores_gemma":[0.00002110688,0.00003995944,0.00005535123,0.00003658454,0.00001954634,0.00004736018,0.00001382231,0.0000212118,0.001104101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002897978,"about_ca_system_score_gemma":0.00002363956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.184094e-7,"about_ca_topic_score_gemma":0.00000316407,"domain_scores_codex":[0.9995108,0.000007326355,0.00007998951,0.0001315508,0.00009353991,0.0001768189],"domain_scores_gemma":[0.9996446,0.00001953753,0.00001541641,0.0001852262,0.00002238728,0.0001128079],"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":[0.00005021286,0.0000262069,0.003075829,0.000004209904,0.000003252617,0.0001972163,0.00003267943,1.708868e-9,0.9489666,0.0004675151,0.001467271,0.04570904],"study_design_scores_gemma":[0.002355942,0.0005112287,0.0009377709,0.00008040967,0.00003598203,0.0001560833,0.00001836094,1.027168e-7,0.9618024,0.0002382732,0.03379263,0.00007081168],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804639,0.0001564972,0.0000466251,0.0005695696,0.0002036185,0.0001509836,0.00001264198,0.00008888121,0.01830725],"genre_scores_gemma":[0.9835941,0.00001833896,0.0001372736,0.0003090711,0.0001193273,0.00001434146,0.000004320273,0.00001291861,0.01579028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04563823,"threshold_uncertainty_score":0.9996737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01702927376856072,"score_gpt":0.2557869638491794,"score_spread":0.2387576900806187,"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."}}