{"id":"W2027310211","doi":"10.1176/pn.41.11.0025","title":"Drug, Light Therapy Show Similar Efficacy in SAD","year":2006,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Light therapy; Fluoxetine; Depression (economics); Medicine; Clinical trial; Adverse effect; Randomized controlled trial; Psychiatry; Psychology; Internal medicine; Mood","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001189281,0.0002045125,0.0002095704,0.0002865039,0.0001055852,0.00005647125,0.0002709828,0.00008137392,0.0001693452],"category_scores_gemma":[0.00003871782,0.0001826617,0.0001259134,0.001030041,0.00003549179,0.0001229349,0.00002281546,0.000236508,0.0004580187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000380793,"about_ca_system_score_gemma":0.00006006395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002112398,"about_ca_topic_score_gemma":0.0001956547,"domain_scores_codex":[0.9983216,0.0001066716,0.0003267315,0.0005319738,0.0002504166,0.0004626211],"domain_scores_gemma":[0.9992619,0.0001299983,0.00009008792,0.0004096901,0.000009414131,0.00009890278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003593019,0.004530085,0.2551075,0.00005511061,0.00001014896,0.0003494793,0.001892113,0.0004584494,0.1266955,0.07325151,0.4209999,0.1162909],"study_design_scores_gemma":[0.00310333,0.00006250893,0.09205439,0.00001020794,0.000006913447,0.00003556022,0.0000324414,0.00007419576,0.05688868,0.002072616,0.8452125,0.0004466478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.94053,0.003145183,0.00002283161,0.005605391,0.001201506,0.0004524295,0.00000732152,0.0001277508,0.04890758],"genre_scores_gemma":[0.9933861,0.0005707623,0.0002161843,0.001904194,0.0007936165,0.00002459852,0.000002138571,0.00003604319,0.003066383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4242125,"threshold_uncertainty_score":0.7448727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0156848585952175,"score_gpt":0.2521304263646,"score_spread":0.2364455677693825,"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."}}