{"id":"W1896617497","doi":"10.2106/00004623-200106000-00015","title":"User's Guide to the Orthopaedic Literature: How to Use an Article About a Surgical Therapy","year":2001,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Psychoanalysis; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.004952727,0.0001351322,0.0005642242,0.0002815796,0.00008543251,0.0002137646,0.00002845279,0.00006424811,0.000107108],"category_scores_gemma":[0.005770151,0.00007962232,0.0003116248,0.0004602475,0.00002767674,0.0006687001,0.00003477015,0.0003485901,0.00001102153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003368343,"about_ca_system_score_gemma":0.000154995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005578019,"about_ca_topic_score_gemma":0.00005654265,"domain_scores_codex":[0.9974083,0.0002469221,0.00142171,0.0001689927,0.0005035803,0.0002504672],"domain_scores_gemma":[0.9965283,0.001623824,0.0004787469,0.0002732562,0.0005540391,0.0005418585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006152333,0.0006947929,0.3677131,0.0000294071,0.0002084084,0.005349781,0.00112372,0.00003151074,0.008158685,0.00004271175,0.3554145,0.2550811],"study_design_scores_gemma":[0.001229366,0.0005636247,0.3689388,0.000229478,0.00005970742,0.004472685,0.0002823382,0.00004160054,0.0002007481,0.00002248039,0.6238621,0.00009700562],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8850883,0.0008384325,0.0006394981,0.1128752,0.0003136546,0.0002111126,0.000003733519,0.00001168374,0.00001836795],"genre_scores_gemma":[0.973222,0.003885537,0.002169224,0.01862256,0.001505569,0.000005120538,0.000006610195,0.0000232424,0.0005601472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2684477,"threshold_uncertainty_score":0.6907827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1520923437529809,"score_gpt":0.4158779172953135,"score_spread":0.2637855735423327,"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."}}