{"id":"W1983554757","doi":"10.2190/yn2k-thq1-33va-hqmq","title":"Public Awareness about Depression: The Effectiveness of a Patient Guideline","year":2004,"lang":"en","type":"article","venue":"The International Journal of Psychiatry in Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"U.S. National Library of Medicine","keywords":"Guideline; Depression (economics); Medicine; History of depression; Psychiatry; Psychology; Clinical psychology; Cognition; Pathology","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":[0.00223693,0.0001216002,0.0002629963,0.0001915908,0.00007874874,0.0000106108,0.0008918199,0.00004951258,0.0004451244],"category_scores_gemma":[0.0001235186,0.00005432867,0.00008478517,0.0002117656,0.0001571183,0.00009451705,0.00005914175,0.0002866198,0.000007266889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001182795,"about_ca_system_score_gemma":0.0001294276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006360358,"about_ca_topic_score_gemma":0.0001918005,"domain_scores_codex":[0.9977229,0.0003534577,0.0009609676,0.0001151793,0.000689254,0.0001582202],"domain_scores_gemma":[0.9982322,0.0004158943,0.0007048404,0.0002296428,0.0003573304,0.00006006826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00914645,0.003736748,0.7374396,0.0001946435,0.00143178,0.0002773424,0.007806238,0.001527586,0.0006716988,0.1150282,0.01162713,0.1111125],"study_design_scores_gemma":[0.02555376,0.002779845,0.81236,0.006436638,0.0002021965,0.001711132,0.009562824,0.00003087351,0.00111372,0.1342345,0.005728682,0.0002857416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9401475,0.007182591,0.0006053954,0.03878271,0.01005186,0.0002806809,0.000004800067,0.00000481427,0.002939713],"genre_scores_gemma":[0.9974452,0.0001191025,0.0001974885,0.001263148,0.0009206918,0.00001801061,0.000007064606,0.000009918186,0.00001936112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1108268,"threshold_uncertainty_score":0.48738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03688942396703055,"score_gpt":0.4053576411578793,"score_spread":0.3684682171908487,"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."}}