{"id":"W4406556765","doi":"10.1016/s1877-7848(23)00084-9","title":"10.1016/s1877-7848(23)00084-9","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":[0.001331763,0.003484139,0.002523559,0.00341269,0.003292759,0.004264677,0.003954927,0.007560378,0.9914954],"category_scores_gemma":[0.00237068,0.001369426,0.001774558,0.002810563,0.002755174,0.006574684,0.004733771,0.003611812,0.9944803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001359148,"about_ca_system_score_gemma":0.00147774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005855471,"about_ca_topic_score_gemma":0.005322679,"domain_scores_codex":[0.9992055,0.00005703816,0.00006751309,0.0002518455,0.0002105203,0.0002075595],"domain_scores_gemma":[0.9972319,0.0006702438,0.0001498446,0.0002505401,0.0005136151,0.001184009],"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":[0.0003375938,0.0002778107,0.0007437625,0.0006608288,0.0000321128,0.0002421532,0.0001244337,0.0003687881,0.001213637,0.004272884,0.5115473,0.4801786],"study_design_scores_gemma":[0.00006997078,0.0001186779,0.0007710618,0.0004219956,0.00001200175,0.0003253638,0.0001485109,0.0001589336,0.0001872246,0.0005882544,0.9971713,0.00002671686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002903157,0.0003789236,0.0003985438,0.000406316,0.0003176593,0.0001100901,0.0004960994,0.0007261713,0.9968759],"genre_scores_gemma":[0.0003884014,0.0002010641,0.0002618257,0.000239846,0.00009456508,0.00007613489,0.0002618259,0.0001440675,0.9983322],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008504629,"threshold_uncertainty_score":0.01213074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02502999295127869,"score_gpt":0.323854166496766,"score_spread":0.2988241735454873,"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."}}