{"id":"W4406479218","doi":"10.1016/j.ysur.2013.10.003","title":"10.1016/j.ysur.2013.10.003","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Value (mathematics); Intensive care medicine; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005284321,0.000213914,0.000400153,0.0001157227,0.0006223738,0.00001166621,0.0003224063,0.0002276557,0.9997151],"category_scores_gemma":[0.00009867121,0.0001926827,0.00009393768,0.0002781052,0.00003077183,0.0001426031,0.0001061785,0.000493465,0.9993249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003218196,"about_ca_system_score_gemma":0.0006801207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003150415,"about_ca_topic_score_gemma":0.000007247706,"domain_scores_codex":[0.9976486,0.0003142688,0.0005454153,0.0003343532,0.0002816436,0.0008757471],"domain_scores_gemma":[0.9983662,0.0004142475,0.00008625675,0.0005728083,0.0001124964,0.0004479783],"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":[0.0001155072,0.00002637729,0.000003009036,0.00005075015,0.00001022153,0.000004748279,0.00006827169,0.000002120996,0.000004001372,0.000002781515,0.7448299,0.2548823],"study_design_scores_gemma":[0.0005279318,0.0001500401,0.000406764,0.00004088426,0.00001758357,0.000001647942,0.000007237866,0.00001257335,0.000003171197,0.00002604089,0.9985864,0.0002197642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002624697,0.0002051746,6.295724e-7,0.01073554,0.00001422798,0.0006929325,0.00005488373,0.0003198773,0.9877142],"genre_scores_gemma":[0.0000210441,0.000003937383,0.0001481076,0.007027908,0.0005363711,0.0001265595,0.00005534836,0.00004896203,0.9920318],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2546625,"threshold_uncertainty_score":0.7857371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0248054545880547,"score_gpt":0.319177144813524,"score_spread":0.2943716902254693,"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."}}