{"id":"W2006497205","doi":"10.4236/psych.2012.310130","title":"A Dimensional Approach to Measuring Antidepressant Response: Implications for Agomelatine","year":2012,"lang":"en","type":"article","venue":"Psychology","topic":"Mental Health Research Topics","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Agomelatine; Anhedonia; Antidepressant; Psychology; Mood; Alertness; Major depressive disorder; Clinical psychology; Depression (economics); Psychiatry; Anxiety","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":[],"consensus_categories":[],"category_scores_codex":[0.001758929,0.0001465984,0.0002207387,0.0002352599,0.0001887844,0.000008755623,0.0002965001,0.0001528165,0.0002946911],"category_scores_gemma":[0.0002541427,0.0001400038,0.00006835516,0.0002540342,0.00007201406,0.00006584122,0.00008634812,0.0002252219,0.0005716025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006833242,"about_ca_system_score_gemma":0.00002823323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002385487,"about_ca_topic_score_gemma":0.000002212339,"domain_scores_codex":[0.9976875,0.0004109138,0.000346965,0.0004484751,0.0001488298,0.000957348],"domain_scores_gemma":[0.9981601,0.0004936997,0.00007273271,0.0007261449,0.0000806712,0.0004665991],"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":[0.0100419,0.005216765,0.2395389,0.0001536146,0.0002711749,0.000004818792,0.005390503,0.00002375386,0.02562189,0.1811525,0.4497688,0.08281536],"study_design_scores_gemma":[0.001003055,0.0002452747,0.8379412,0.000006377627,0.00000854056,0.0001249528,0.00005004266,0.0000110001,0.00005869154,0.0008736483,0.1595324,0.0001448334],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8403994,0.001423288,0.04206181,0.0227653,0.002901233,0.003125355,0.0001675976,0.0001912109,0.08696476],"genre_scores_gemma":[0.9730449,0.000003282643,0.01743722,0.004104443,0.0004556185,0.001635889,0.00003623598,0.00004316712,0.003239199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5984023,"threshold_uncertainty_score":0.7346985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2922584392844783,"score_gpt":0.5128137222264444,"score_spread":0.2205552829419661,"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."}}