{"id":"W6977237390","doi":"10.6084/m9.figshare.26583876.v1","title":"Additional file 2 of Data source profile reporting by studies that use routinely collected health data to explore the effects of drug treatment","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Data source; Health data; Drug treatment; Data collection; Information source (mathematics); MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00390448,0.001644144,0.002251289,0.01026183,0.0007551486,0.00264886,0.001675162,0.002043475,0.8394886],"category_scores_gemma":[0.07777508,0.0009950295,0.002376894,0.009334189,0.0004738211,0.002412691,0.001976941,0.001039089,0.1300681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001762951,"about_ca_system_score_gemma":0.00377925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007306941,"about_ca_topic_score_gemma":0.01249225,"domain_scores_codex":[0.997183,0.0005000829,0.001025818,0.0005785014,0.0004256771,0.0002870234],"domain_scores_gemma":[0.8762432,0.1004723,0.01062846,0.004486681,0.006679297,0.001490201],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006892186,0.0001301484,0.006839174,0.0175587,0.0004270096,0.0001124115,0.00009643134,0.0007364788,0.0001783616,0.00164337,0.9584596,0.01312912],"study_design_scores_gemma":[0.008960486,0.0003983408,0.04435134,0.01509114,0.001086603,0.0008664247,0.0005418187,0.002474703,0.001029224,0.01815017,0.9067516,0.0002980988],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0001059478,0.00002867472,0.000166561,0.00005703693,0.00001531478,0.00006893956,0.998941,0.0001429178,0.0004735945],"genre_scores_gemma":[0.006669212,0.0002424375,0.00538967,0.001066929,0.0001327566,0.002692585,0.9769882,0.0008446543,0.005973524],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9960955,"threshold_uncertainty_score":0.2289499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6103309054787311,"score_gpt":0.5240271730463227,"score_spread":0.08630373243240841,"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."}}