{"id":"W4380625415","doi":"10.20529/ijme.2023.038","title":"Breaking free: Navigating antidepressant withdrawal","year":2023,"lang":"en","type":"article","venue":"Indian Journal of Medical Ethics","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto; University Health Network","funders":"","keywords":"Antidepressant; Medicine; Psychology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004840785,0.0001713367,0.0004622676,0.000207568,0.0001673449,0.00003969365,0.0004889286,0.000724118,0.0003009492],"category_scores_gemma":[0.01532397,0.0001216759,0.0001993651,0.0004606089,0.0002653944,0.0001472371,0.0001887706,0.005114223,0.00006605815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007312336,"about_ca_system_score_gemma":0.001574592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004873456,"about_ca_topic_score_gemma":0.0000220026,"domain_scores_codex":[0.9940839,0.000234812,0.0007386302,0.0001827853,0.004377711,0.0003821689],"domain_scores_gemma":[0.9964962,0.001606554,0.000445567,0.0003402335,0.0003174199,0.0007940034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001023186,0.001137934,0.3077942,0.002168036,0.001438737,0.2462563,0.04016383,0.0001593975,0.004202567,0.001267609,0.0505712,0.343817],"study_design_scores_gemma":[0.06487956,0.007013285,0.5507689,0.1377033,0.001902906,0.1379528,0.01461109,0.003949442,0.02148163,0.01502718,0.0427062,0.002003752],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9108456,0.0006798689,0.0002863495,0.08656152,0.0009339979,0.0001223562,0.000006298919,0.00009761639,0.0004663361],"genre_scores_gemma":[0.9950578,0.0008070316,0.001425702,0.001486778,0.00109615,0.000001908001,0.000008829188,0.00004037412,0.00007543925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3418132,"threshold_uncertainty_score":0.997181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04006445905920195,"score_gpt":0.3836378495909002,"score_spread":0.3435733905316982,"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."}}