{"id":"W4406556877","doi":"10.1016/s1877-7848(23)00076-x","title":"10.1016/s1877-7848(23)00076-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","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":[0.001213119,0.003412059,0.002218082,0.003280681,0.003149439,0.004039974,0.003760869,0.006980854,0.9910547],"category_scores_gemma":[0.00224416,0.001280935,0.00161409,0.002718273,0.002587224,0.006149048,0.004320384,0.003317543,0.9939852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001287165,"about_ca_system_score_gemma":0.001458226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006250762,"about_ca_topic_score_gemma":0.005788122,"domain_scores_codex":[0.9992819,0.00005076201,0.00005979824,0.0002256301,0.0002045465,0.0001773679],"domain_scores_gemma":[0.9973762,0.000620432,0.0001478751,0.0002457323,0.0004690628,0.001140694],"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":[0.0002976542,0.0002617367,0.0007252416,0.0006379616,0.00002945053,0.0002322214,0.0001240359,0.0003592191,0.001207841,0.004733857,0.5008495,0.4905412],"study_design_scores_gemma":[0.00005696128,0.0001045802,0.0007393681,0.0003584615,0.00001079628,0.0003047152,0.0001390228,0.000144766,0.0001830501,0.0005962416,0.9973384,0.00002368664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002693482,0.0003537373,0.0003954243,0.0003768207,0.000288431,0.00009981036,0.000455478,0.0006856072,0.9970753],"genre_scores_gemma":[0.0003641376,0.0001879521,0.000255002,0.0002115622,0.00008637264,0.00006791599,0.0002389937,0.0001340904,0.998454],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008945286,"threshold_uncertainty_score":0.01275939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02491948426412604,"score_gpt":0.3251820722666965,"score_spread":0.3002625880025705,"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."}}