{"id":"W4405763135","doi":"10.1016/j.cahpu.2024.11.014","title":"10.1016/j.cahpu.2024.11.014","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":"Political science; Humanities; Philosophy","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":[0.0005836761,0.0009477734,0.0004555306,0.001831434,0.001791173,0.002507074,0.001232752,0.004267045,0.9717943],"category_scores_gemma":[0.001732762,0.0004661155,0.0005416315,0.001386206,0.0008950453,0.002548431,0.001453695,0.001286089,0.9657108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000908022,"about_ca_system_score_gemma":0.001550021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007267889,"about_ca_topic_score_gemma":0.007394249,"domain_scores_codex":[0.9996878,0.00003088517,0.00002060656,0.00006536352,0.00009602173,0.00009931318],"domain_scores_gemma":[0.9988917,0.000212576,0.00006472712,0.0000790109,0.0002420038,0.0005100128],"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":[0.00007969474,0.0002038484,0.001700154,0.0002239261,0.000009915205,0.000135309,0.00006587039,0.0001542856,0.000221274,0.003312713,0.5410885,0.4528046],"study_design_scores_gemma":[0.00003063132,0.00003527551,0.001618636,0.0003384723,0.00001075754,0.0005185601,0.0001824878,0.0001624737,0.0001445985,0.001458767,0.9954866,0.000012668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005942834,0.0008579221,0.0004798289,0.002003392,0.0005253211,0.00004989909,0.0007738217,0.0006674785,0.9940481],"genre_scores_gemma":[0.001799697,0.0004542618,0.0006040879,0.000851265,0.0001619211,0.00003844191,0.0006293632,0.0001044392,0.9953565],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02820569,"threshold_uncertainty_score":0.040232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02374953655267778,"score_gpt":0.323293630918399,"score_spread":0.2995440943657212,"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."}}