{"id":"W4406512185","doi":"10.1016/j.ymed.2016.08.152","title":"10.1016/j.ymed.2016.08.152","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Rheumatoid arthritis; Meta-analysis; Cervical spine; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008033732,0.0009347938,0.0006055947,0.001355761,0.0008863511,0.003798594,0.001069329,0.003692544,0.8908273],"category_scores_gemma":[0.001718293,0.0003554908,0.0005247681,0.0007483627,0.001076246,0.002295698,0.001437327,0.001362531,0.8795006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006343519,"about_ca_system_score_gemma":0.001542529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001353031,"about_ca_topic_score_gemma":0.001371878,"domain_scores_codex":[0.9997414,0.00002587801,0.00002114938,0.00007290627,0.00007598249,0.00006266981],"domain_scores_gemma":[0.9990546,0.0001377592,0.0001099353,0.00007857508,0.0001767071,0.0004423937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002145907,0.0002014666,0.002666046,0.0004617849,0.00002762486,0.0003734003,0.0001255888,0.0001372325,0.0005632889,0.006117563,0.4148624,0.574249],"study_design_scores_gemma":[0.00005494008,0.00009645651,0.003050494,0.0008677625,0.00003452941,0.002092446,0.000259388,0.0001948072,0.0003069989,0.006946946,0.9860747,0.00002041796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003046202,0.01303186,0.002766061,0.01059666,0.003269745,0.00009516349,0.003532254,0.001681287,0.9619808],"genre_scores_gemma":[0.01343012,0.006112478,0.00191056,0.002301212,0.0009955381,0.00007609735,0.002358404,0.0002743655,0.9725412],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1091727,"threshold_uncertainty_score":0.1557215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03272440261191201,"score_gpt":0.2972820047833336,"score_spread":0.2645576021714215,"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."}}