{"id":"W2042156043","doi":"10.1080/02699050802084886","title":"The serotonin transporter polymorphisms and major depression following traumatic brain injury","year":2008,"lang":"en","type":"article","venue":"Brain Injury","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre","funders":"Ontario Neurotrauma Foundation","keywords":"Serotonin transporter; Hamd; Depression (economics); Traumatic brain injury; Mood disorders; Mood; 5-HTTLPR; Medicine; Psychology; Hamilton Rating Scale for Depression; Internal medicine; Rating scale; Psychiatry; Major depressive disorder; Serotonin; Anxiety","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001544274,0.0004456419,0.0006591946,0.0002812168,0.0009676883,0.00008504266,0.0003746512,0.0002936028,0.0002806723],"category_scores_gemma":[0.0006855421,0.0003127868,0.0003348696,0.0005197688,0.000567731,0.0002855933,0.0001082957,0.000788596,0.0001139678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001050957,"about_ca_system_score_gemma":0.0002693323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009634049,"about_ca_topic_score_gemma":0.00002636837,"domain_scores_codex":[0.9961315,0.000313172,0.0008438947,0.0006825269,0.001086947,0.0009419665],"domain_scores_gemma":[0.9969224,0.001311702,0.0001540885,0.001035589,0.00007324516,0.0005029312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.005825908,0.0009756492,0.1933962,0.000820789,0.001331549,0.001550156,0.01510467,0.000001284959,0.1484004,0.001256283,0.3251564,0.3061808],"study_design_scores_gemma":[0.008555023,0.001953151,0.9025918,0.001380721,0.0003005213,0.001746659,0.001544809,0.0005505739,0.02473465,0.001537337,0.05379084,0.001313898],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731415,0.0009181791,0.0002694789,0.02075464,0.0003070176,0.001764644,0.00003905541,0.0002412802,0.002564194],"genre_scores_gemma":[0.9864368,0.00008113122,0.00140197,0.003911136,0.0002401847,0.0003022792,0.00003232517,0.0001216491,0.007472456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7091957,"threshold_uncertainty_score":0.9999324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04916853995075218,"score_gpt":0.3297211313871969,"score_spread":0.2805525914364447,"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."}}