{"id":"W7077283211","doi":"10.5281/zenodo.16930103","title":"Assessing the Risk of Cardiac, Neuropsychiatric, and Musculoskeletal Adverse Events in Levothyroxine Treatment: A Systematic Review","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Adverse effect; Levothyroxine; Risk assessment; MEDLINE; Clinical trial","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":[],"consensus_categories":[],"category_scores_codex":[0.003524053,0.0008854598,0.006595603,0.003084233,0.0003428289,0.001464293,0.001161918,0.001579963,0.003505312],"category_scores_gemma":[0.01796462,0.0005793204,0.009760809,0.003936015,0.000546818,0.001021883,0.0010445,0.001120813,0.0002244879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001044926,"about_ca_system_score_gemma":0.002864868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006238923,"about_ca_topic_score_gemma":0.01823141,"domain_scores_codex":[0.9966837,0.001035478,0.001371957,0.0003901474,0.0004199329,0.00009893158],"domain_scores_gemma":[0.9852409,0.01030368,0.003353532,0.0001971572,0.000718945,0.0001857614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002039338,0.00003685826,0.00599933,0.8618308,0.07712947,0.0001328855,0.0001101201,0.000205624,0.0002592187,0.0001102662,0.001405226,0.05074092],"study_design_scores_gemma":[0.002432739,0.0008272888,0.03064202,0.3728937,0.5787069,0.0006119428,0.00028158,0.000273657,0.000274376,0.0005726878,0.01236633,0.0001168548],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002626576,0.9965373,0.0001001884,0.0001166248,0.00005667645,0.00006475166,0.0003618565,0.000004878303,0.0001310892],"genre_scores_gemma":[0.06229899,0.9356637,0.0005019241,0.0006860601,0.0001533023,0.0001783557,0.0003862201,0.000005800176,0.0001256259],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006595603,"threshold_uncertainty_score":0.01863718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01514330385782092,"score_gpt":0.2559631881835918,"score_spread":0.2408198843257708,"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."}}