{"id":"W6925221105","doi":"10.17605/osf.io/xrfyp","title":"OPTIKNEE Consensus","year":2020,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Consensus conference; Osteoarthritis; Rehabilitation; MEDLINE; Scientific consensus; Systematic review","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002914609,0.0003727137,0.0005712565,0.0004362918,0.001280256,0.001971449,0.008073931,0.0004837914,0.008222199],"category_scores_gemma":[0.001486631,0.0003717291,0.0001498837,0.003627056,0.005064285,0.0002359465,0.001674905,0.0007072748,0.002058332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001673297,"about_ca_system_score_gemma":0.001193081,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01145714,"about_ca_topic_score_gemma":0.00318824,"domain_scores_codex":[0.9949024,0.000263774,0.0003618285,0.001325834,0.002099059,0.001047112],"domain_scores_gemma":[0.9973965,0.0001639154,0.0004419523,0.001336339,0.0001140847,0.0005472684],"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":[0.000006440683,0.0000472906,0.001908641,0.00002162645,0.00003693007,0.00004961935,0.001835357,0.00000275396,0.00000247175,0.3132892,0.6747819,0.00801775],"study_design_scores_gemma":[0.0001096457,0.00002783166,0.0008988347,0.0002812805,0.0000320127,5.22996e-7,0.001751198,0.000008371657,0.000003874601,0.01104615,0.9853249,0.0005154401],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006669577,0.0004174077,0.0004056854,0.004802024,0.003573924,0.00193989,0.00005176759,0.0003527921,0.9883898],"genre_scores_gemma":[0.02192957,0.001128094,0.08371684,0.005386835,0.002552765,0.0001916446,0.00001066478,0.0004664136,0.8846171],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3105429,"threshold_uncertainty_score":0.9998735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03977131286566293,"score_gpt":0.3822937990714463,"score_spread":0.3425224862057834,"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."}}