{"id":"W4406451113","doi":"10.1016/j.omag.2024.05.001","title":"10.1016/j.omag.2024.05.001","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":"Psychology; 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":[0.0005749105,0.001022064,0.0005579442,0.001834538,0.001271583,0.002227342,0.001265369,0.004622461,0.969946],"category_scores_gemma":[0.001679878,0.0004644722,0.0005595669,0.001053281,0.000722001,0.002328289,0.001370059,0.001081073,0.9729924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007272925,"about_ca_system_score_gemma":0.0008832929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004024053,"about_ca_topic_score_gemma":0.004528096,"domain_scores_codex":[0.9997335,0.00002315815,0.00001930678,0.00005703984,0.00008616711,0.00008075613],"domain_scores_gemma":[0.999027,0.00018976,0.00007816267,0.00007570788,0.0002140795,0.0004152834],"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":[0.0001079444,0.0001487525,0.001218425,0.0002327693,0.00001060489,0.0001435239,0.00005653855,0.0001212032,0.0003232211,0.003562489,0.5692698,0.4248048],"study_design_scores_gemma":[0.00002343645,0.00002877663,0.0009154626,0.0002318146,0.000007958992,0.0003686418,0.00007408737,0.00008795794,0.0001002958,0.0009793557,0.9971744,0.00000784975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005359451,0.0007045515,0.0004416036,0.001444335,0.0004829607,0.00004639948,0.0008059985,0.0006086523,0.9949296],"genre_scores_gemma":[0.001389883,0.0003332098,0.000452457,0.0007116465,0.000135483,0.00003472486,0.0006222362,0.0001310696,0.9961892],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03005403,"threshold_uncertainty_score":0.04286844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0260059816036408,"score_gpt":0.3269538895198182,"score_spread":0.3009479079161774,"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."}}