{"id":"W2483669094","doi":"10.5539/gjhs.v9n4p57","title":"Evaluation of Simultaneous Effect of Lovastatin Plus Fluoxetine on Depression Using Linear Mixed Model with LASSO Penalty","year":2016,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Treatment of Major Depression","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shiraz University","keywords":"Lovastatin; Depression (economics); Fluoxetine; Placebo; Hamilton Rating Scale for Depression; Internal medicine; Medicine; Covariate; Rating scale; Hamilton depression scale; Psychology; Major depressive disorder; Statistics; Mathematics; Significant difference; Cholesterol","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01383807,0.001282963,0.002043964,0.000400631,0.000427335,0.0009781856,0.001205806,0.001042384,0.002202953],"category_scores_gemma":[0.01333424,0.0005799931,0.002285293,0.0003782349,0.0004979026,0.0007050816,0.0009590366,0.001435921,0.0001966351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000593735,"about_ca_system_score_gemma":0.001938814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005283013,"about_ca_topic_score_gemma":0.004456466,"domain_scores_codex":[0.9938635,0.005028653,0.0001826903,0.0004482436,0.0002048063,0.0002721066],"domain_scores_gemma":[0.9876808,0.01064073,0.0007408823,0.0001893369,0.0005392988,0.0002090834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.006738529,0.0009653178,0.04927151,0.001162883,0.00365587,0.001020303,0.0003390634,0.8116467,0.007224326,0.00829061,0.002880372,0.1068045],"study_design_scores_gemma":[0.0001081596,0.0005759604,0.001477996,0.00001617774,0.0001761941,0.00003708593,0.00002605942,0.9960203,0.0006214248,0.0006351299,0.0002897098,0.00001591733],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2716828,0.002496646,0.721716,0.001431257,0.0002130831,0.0003069459,0.000564315,0.0007222339,0.0008667721],"genre_scores_gemma":[0.835934,0.0007134564,0.1583953,0.000427497,0.0001395061,0.0009639845,0.001005665,0.000119417,0.002301218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01383807,"threshold_uncertainty_score":0.0731836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04979644523126991,"score_gpt":0.4032340473066494,"score_spread":0.3534376020753795,"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."}}