{"id":"W4406571860","doi":"10.1016/j.abdp.2023.08.006","title":"10.1016/j.abdp.2023.08.006","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Drug-Induced Adverse Reactions","field":"Medicine","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":[0.0005181407,0.001156597,0.0005670654,0.001409711,0.0008954685,0.001401087,0.0009327915,0.003606756,0.9402321],"category_scores_gemma":[0.00126615,0.0003821101,0.0007312911,0.0006785186,0.0006601551,0.001699015,0.0009344189,0.001308589,0.9224468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006754163,"about_ca_system_score_gemma":0.0007751313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002786265,"about_ca_topic_score_gemma":0.002564087,"domain_scores_codex":[0.999747,0.00002551004,0.00002612307,0.00004990857,0.00007628425,0.00007522284],"domain_scores_gemma":[0.9988999,0.0002313302,0.0001162561,0.00005942123,0.0002373465,0.0004557655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004104064,0.0003194273,0.004030323,0.0004766662,0.00003744975,0.0005647879,0.00004288965,0.000298448,0.0006503795,0.002134821,0.3142276,0.6768069],"study_design_scores_gemma":[0.0001356613,0.0002370463,0.006128676,0.0008269674,0.00004011177,0.00405923,0.0001251566,0.0003214781,0.0005292026,0.002096701,0.9854731,0.00002667992],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002426686,0.003712932,0.0007985795,0.003602393,0.0009867932,0.00008582492,0.001532968,0.0007325731,0.9861212],"genre_scores_gemma":[0.007417949,0.001708926,0.001202405,0.001859801,0.0004920902,0.0000597022,0.001250136,0.0001451296,0.9858639],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0597679,"threshold_uncertainty_score":0.08525169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00923450502656144,"score_gpt":0.2112836061832389,"score_spread":0.2020491011566775,"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."}}