{"id":"W2965919070","doi":"10.1302/0301-620x.101b8.bjj-2019-0651","title":"Compartmental arthroplasty","year":2019,"lang":"en","type":"editorial","venue":"The Bone & Joint Journal","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Arthroplasty; Computer science; Medicine; Surgery","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001416535,0.0005596948,0.001325288,0.0002144266,0.0005609927,0.0001799579,0.000216777,0.0004744415,0.001716866],"category_scores_gemma":[0.0009458595,0.000334489,0.0007585959,0.0001242029,0.0002922643,0.0001479323,0.000229906,0.006001989,0.00402687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004559463,"about_ca_system_score_gemma":0.001064221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001106497,"about_ca_topic_score_gemma":0.00001414152,"domain_scores_codex":[0.995753,0.0003250129,0.000966193,0.0003685252,0.001906394,0.0006808001],"domain_scores_gemma":[0.9970105,0.00081873,0.000757099,0.000762233,0.0002839262,0.0003675492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004021606,0.0001578652,0.0002713972,0.00008290288,0.0003763202,0.000421807,0.0002189938,0.000009260116,0.0001786377,0.00001406892,0.9967269,0.001139651],"study_design_scores_gemma":[0.004605712,0.0008142968,0.001724035,0.0006301887,0.0004702989,0.004945846,0.0002533694,0.00002200817,0.00006170498,0.00009507794,0.9860319,0.0003455423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.01439594,0.002017843,0.0000475993,0.003099654,0.9756148,0.0006417271,0.0001144958,0.00009661099,0.003971283],"genre_scores_gemma":[0.01400427,0.0007119193,0.000356357,0.000443582,0.9472845,0.000009083159,0.0001542479,0.0001538986,0.03688214],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03291086,"threshold_uncertainty_score":0.9999107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01601732650055028,"score_gpt":0.268848877990558,"score_spread":0.2528315514900077,"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."}}