{"id":"W2951883654","doi":"10.2174/2210676609666190617145102","title":"Adolescent Depression Screening: Not So Fast","year":2019,"lang":"en","type":"article","venue":"Adolescent Psychiatry","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Value (mathematics); Conflict of interest; Psychiatry; Mental health; Medicine; Pharmaceutical industry; Task force; Public relations; Psychology; Political science; Law; Public administration","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0146443,0.0008566816,0.001391267,0.00234439,0.001703834,0.005898269,0.001345642,0.006132823,0.01469114],"category_scores_gemma":[0.06995121,0.0006697237,0.0009888748,0.001549089,0.001958581,0.007840251,0.001937774,0.01088479,0.007840039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003197697,"about_ca_system_score_gemma":0.005662802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007525588,"about_ca_topic_score_gemma":0.009683847,"domain_scores_codex":[0.9894079,0.003614898,0.0009680068,0.0008952882,0.004364574,0.0007493472],"domain_scores_gemma":[0.9519688,0.01538377,0.004397937,0.001747296,0.02072376,0.005778424],"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":[0.0002372518,0.000121373,0.01219608,0.001803051,0.000137225,0.0004952343,0.0003407947,0.0001028689,0.0004364673,0.008205062,0.5368469,0.4390777],"study_design_scores_gemma":[0.0002497302,0.0004943287,0.02685961,0.01758691,0.0004125966,0.004211241,0.001983094,0.0003909127,0.00100307,0.02174492,0.9249375,0.0001261307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005474107,0.1729185,0.003564514,0.7518013,0.03785216,0.0002229458,0.0009152165,0.0004266405,0.02682467],"genre_scores_gemma":[0.09783446,0.3452598,0.02098498,0.4379757,0.05354397,0.0006018708,0.002195477,0.0005379209,0.04106586],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01469114,"threshold_uncertainty_score":0.07744735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656472226742902,"score_gpt":0.2713654625614869,"score_spread":0.2548007402940579,"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."}}