{"id":"W4406551083","doi":"10.1016/s1541-9800(09)70167-x","title":"10.1016/s1541-9800(09)70167-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Meaningful use; Computer science; Data science; Political science; Health care","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":[0.001615186,0.002246346,0.001365668,0.002308323,0.00203498,0.003320523,0.002596491,0.006755875,0.9880999],"category_scores_gemma":[0.002849703,0.000833666,0.001245796,0.001976347,0.001429506,0.004843964,0.003672259,0.002844741,0.988953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001044734,"about_ca_system_score_gemma":0.001592319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004357098,"about_ca_topic_score_gemma":0.003878914,"domain_scores_codex":[0.9989076,0.0001156913,0.0001149685,0.0002756807,0.0003317713,0.0002544519],"domain_scores_gemma":[0.9965377,0.001099523,0.0002104762,0.0003135411,0.0005883254,0.001250488],"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":[0.0003236027,0.0002862012,0.001110807,0.0004906985,0.00002887743,0.0002655513,0.000130599,0.0003031087,0.0009597511,0.003449214,0.3322768,0.6603748],"study_design_scores_gemma":[0.00008592825,0.0001463515,0.001388675,0.0004144453,0.00001522527,0.0004134946,0.0001599303,0.0002612465,0.0003130731,0.0007215047,0.9960518,0.0000282953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005328408,0.0003822166,0.0005513796,0.0007261765,0.0003453066,0.0001303033,0.0005850834,0.0007212356,0.9960254],"genre_scores_gemma":[0.0006964778,0.0001906509,0.0004628132,0.0003585954,0.00008404395,0.00007878711,0.0003732254,0.0001425731,0.9976128],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01190007,"threshold_uncertainty_score":0.01697391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07913784575284431,"score_gpt":0.3665524297403741,"score_spread":0.2874145839875298,"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."}}