{"id":"W2901636367","doi":"10.1177/1947603518812557","title":"Evolution of a Novel Tissue Preservation Protocol to Optimize Osteochondral Transplantation Outcomes","year":2018,"lang":"en","type":"article","venue":"Cartilage","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Banff Centre; Alberta Bone and Joint Health Institute; University of Calgary","funders":"Health Research Board","keywords":"Medicine; WOMAC; Transplantation; Osteoarthritis; Shoulders; Quality of life (healthcare); Surgery; Visual analogue scale; Physical therapy; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008481816,0.0001086448,0.0002006602,0.00009607953,0.00004188312,0.000008183124,0.00004475615,0.00006904301,0.0001145058],"category_scores_gemma":[0.00004850583,0.00009256437,0.00005249267,0.0001541603,0.00003307791,0.0001664351,0.0000116629,0.0000371632,0.00004882533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007235706,"about_ca_system_score_gemma":0.00005665989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001594431,"about_ca_topic_score_gemma":0.00005923901,"domain_scores_codex":[0.9992167,0.00001646072,0.0002257891,0.0001784556,0.00020548,0.0001570646],"domain_scores_gemma":[0.9994584,0.0000174883,0.00006235029,0.0002016714,0.0001681264,0.00009200497],"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":[0.0007849494,0.0001824954,0.002834632,0.0001144857,0.000005920293,0.000009101926,0.0008855918,0.000008293935,0.9924851,0.0007343058,0.0001697187,0.00178541],"study_design_scores_gemma":[0.007153349,0.003956579,0.006115788,0.0001774104,0.0000971097,0.00002243743,0.00009039003,0.00007697894,0.9801449,0.00006662054,0.001989019,0.0001094835],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9374539,0.000005456556,0.01523717,0.000316462,0.000170562,0.04278377,0.0000387993,0.00008021362,0.003913714],"genre_scores_gemma":[0.96446,2.696406e-7,0.01574583,0.000128023,0.0001362207,0.01672714,0.00004133947,0.00001946931,0.002741707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02700615,"threshold_uncertainty_score":0.3774665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02526995629422584,"score_gpt":0.3168611272075977,"score_spread":0.2915911709133718,"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."}}