{"id":"W2939966926","doi":"10.1016/j.joca.2019.02.658","title":"Are we making progress? Trends in publications on osteoarthritis 2007-2016","year":2019,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Osteoarthritis; Medicine; Orthopedic surgery; MEDLINE; Ankle; Thumb; Physical therapy; Physical medicine and rehabilitation; Surgery; Alternative medicine; Pathology","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":[0.000239389,0.0001531215,0.0003200543,0.0001574789,0.00007919056,0.00006755756,0.00009944818,0.0001404713,0.002918724],"category_scores_gemma":[0.00007518429,0.0001034777,0.00007493669,0.0004318088,0.0002244964,0.0001164455,0.0000596539,0.0002040177,0.0001726161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002041225,"about_ca_system_score_gemma":0.00003224621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002936408,"about_ca_topic_score_gemma":0.0001795993,"domain_scores_codex":[0.998517,0.00005372373,0.0002726792,0.0004406469,0.0003209971,0.0003950056],"domain_scores_gemma":[0.9993518,0.00006057716,0.0001025235,0.0002240707,0.00003826172,0.0002227772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001026467,0.0001819684,0.2960559,0.00004657686,0.000001675107,0.000121665,0.00011186,1.645739e-7,0.003374917,0.001329769,0.004269703,0.6944032],"study_design_scores_gemma":[0.007536958,0.006482892,0.5169504,0.003457862,0.00002760209,0.0002353301,0.001149938,0.00001393572,0.001741084,0.0007585934,0.4610364,0.0006090603],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9405962,0.004492444,5.209748e-7,0.01179625,0.0002054123,0.0002961157,0.00002626047,0.00006077507,0.042526],"genre_scores_gemma":[0.9922868,0.0003677037,0.00005652769,0.001308688,0.0001562361,0.00006321496,0.00002125869,0.000008132276,0.00573146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6937941,"threshold_uncertainty_score":0.9979928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0263846549771634,"score_gpt":0.2851398697968003,"score_spread":0.2587552148196369,"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."}}