{"id":"W2594236870","doi":"10.1007/s00264-017-3440-3","title":"Imperfection leads to progress","year":2017,"lang":"en","type":"editorial","venue":"International Orthopaedics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Orthopedic surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01668219,0.00196761,0.002995472,0.002963392,0.0021714,0.01228169,0.002366681,0.01893101,0.01453357],"category_scores_gemma":[0.08928511,0.001080929,0.00149191,0.002073881,0.009264266,0.007361759,0.003412299,0.02245536,0.003930157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004565838,"about_ca_system_score_gemma":0.00528969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003652055,"about_ca_topic_score_gemma":0.007945076,"domain_scores_codex":[0.9885846,0.004396133,0.001409892,0.001223076,0.003646728,0.0007395818],"domain_scores_gemma":[0.9224095,0.06146056,0.002924501,0.002261625,0.008711294,0.002232515],"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":[0.00002757719,0.000007550221,0.00008578777,0.0002623439,0.00005316027,0.0001440159,0.00007719313,0.0000710323,0.000009530774,0.01029943,0.9814181,0.007544301],"study_design_scores_gemma":[0.00009960893,0.00001680134,0.0006556558,0.001562206,0.0001246587,0.0001925927,0.0002972758,0.0002800097,0.00006467074,0.05376827,0.9428915,0.0000467132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001649928,0.0395093,0.0002360549,0.3821241,0.5733538,0.000006558413,0.0001191034,0.00003561311,0.004450546],"genre_scores_gemma":[0.005098483,0.02845434,0.0001590893,0.0673214,0.8900678,0.00001931559,0.00004631935,0.0000578796,0.008775345],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01893101,"threshold_uncertainty_score":0.08822495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1730769076660846,"score_gpt":0.4567529619897855,"score_spread":0.2836760543237009,"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."}}