{"id":"W4406555706","doi":"10.1016/s1634-6939(21)89692-1","title":"10.1016/s1634-6939(21)89692-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.001069146,0.00248289,0.001582405,0.002969835,0.002269486,0.003146667,0.002949564,0.00605799,0.990338],"category_scores_gemma":[0.002060371,0.0008406129,0.001375571,0.002440459,0.001349071,0.004978558,0.003414165,0.002613288,0.9922477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001181686,"about_ca_system_score_gemma":0.001349392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005080056,"about_ca_topic_score_gemma":0.004530457,"domain_scores_codex":[0.999303,0.00004865232,0.00006550763,0.000202863,0.0002154297,0.0001645521],"domain_scores_gemma":[0.9977543,0.0005726105,0.000127667,0.0002139787,0.0004553319,0.0008762193],"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":[0.0002752084,0.0002762796,0.0009356625,0.0005118951,0.00002667499,0.0002121436,0.00009010144,0.0003224385,0.001091986,0.003421917,0.4045886,0.5882471],"study_design_scores_gemma":[0.00006119795,0.0001143524,0.0009998411,0.0003695722,0.00001159164,0.0003360245,0.000102426,0.000182351,0.0002467437,0.0005219397,0.99703,0.00002394145],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003953926,0.0003515366,0.0003673672,0.0004210755,0.0002771577,0.00009512445,0.0006367127,0.0006149473,0.9968407],"genre_scores_gemma":[0.0005150171,0.0001766684,0.0002976872,0.0002781182,0.00008326513,0.00006230207,0.0003922502,0.0001233659,0.9980713],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009662032,"threshold_uncertainty_score":0.01378161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.365346720112893,"score_gpt":0.4648713459578628,"score_spread":0.0995246258449698,"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."}}