{"id":"W4399073371","doi":"10.51847/rtauvkemiy","title":"10.51847/RtaUVkeMiY","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Diverse Scientific Research Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Emergency department; Traditional medicine; Psychiatry","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":[0.0007524577,0.0001047405,0.0001723759,0.0001004485,0.0007242482,0.00001772873,0.0003084664,0.00006337687,0.9990494],"category_scores_gemma":[0.0002896019,0.00008748727,0.00004430318,0.0003692458,0.00007499976,0.0000987997,0.0001976216,0.0002542619,0.9991342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009610599,"about_ca_system_score_gemma":0.0001120027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007745405,"about_ca_topic_score_gemma":8.271032e-7,"domain_scores_codex":[0.9982398,0.0002088398,0.000222478,0.0002841936,0.0004086774,0.0006360825],"domain_scores_gemma":[0.9989385,0.0002519954,0.00002831116,0.0003896584,0.0001415271,0.0002499885],"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":[0.000039213,0.00001904745,0.000002624482,0.00001280606,0.00001170355,0.000005703438,0.0001522413,0.000005242712,0.00002671966,0.000002916253,0.6715392,0.3281826],"study_design_scores_gemma":[0.0002428856,0.00004714659,0.0002929572,0.00003997264,0.000005516769,2.795431e-7,0.00004427991,0.00003809435,0.000002510399,0.000005338478,0.9991841,0.0000969262],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001373649,0.00003639855,2.091373e-7,0.001225944,0.00001890925,0.0005371115,0.00004223243,0.0001521919,0.9966134],"genre_scores_gemma":[0.00007954559,0.000001295845,0.00007805564,0.0002335976,0.000157025,0.00008998817,0.00001047686,0.00001456177,0.9993355],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3280857,"threshold_uncertainty_score":0.5570405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04952740258208096,"score_gpt":0.3617391880829853,"score_spread":0.3122117855009043,"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."}}