{"id":"W6946007903","doi":"10.25959/26046910","title":"Impact and correlates of early knee osteoarthritis","year":2023,"lang":"en","type":"dissertation","venue":"University of Tasmania","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Osteoarthritis; Knee pain; Disease; Knee Joint; Arthritis; Population; Obesity; Arthropathy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001821267,0.0004960797,0.0005230722,0.001010872,0.000487285,0.001687406,0.0004773617,0.000529746,0.007726456],"category_scores_gemma":[0.008106073,0.0002663694,0.0007223382,0.00123748,0.0005807591,0.0008898196,0.001357539,0.001569098,0.001230774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005388922,"about_ca_system_score_gemma":0.001319727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004236859,"about_ca_topic_score_gemma":0.007220311,"domain_scores_codex":[0.9978574,0.0006277734,0.0002044602,0.0002591599,0.0006970562,0.0003541499],"domain_scores_gemma":[0.9942443,0.001193849,0.002555545,0.0002356885,0.001122532,0.0006480312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005152554,0.0002764112,0.9592209,0.0007633002,0.0002601533,0.0003176983,0.0007169732,0.0001339795,0.0009167695,0.0009223729,0.001129032,0.03482709],"study_design_scores_gemma":[0.000004736816,0.0002586867,0.996316,0.0002517051,0.00008368699,0.000461987,0.0004483684,0.00004965005,0.0001100914,0.0003294658,0.00166972,0.00001598201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418738,0.03389854,0.001089307,0.002056276,0.0002428511,0.0001294798,0.00253812,0.00002345184,0.01814821],"genre_scores_gemma":[0.9896426,0.00617852,0.0006558023,0.0002462314,0.0001520286,0.00003464073,0.0007124688,0.000009112593,0.002368521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007726456,"threshold_uncertainty_score":0.02584761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007950858530960461,"score_gpt":0.2255785824734109,"score_spread":0.2176277239424505,"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."}}