{"id":"W4214765653","doi":"10.1007/978-3-030-39903-0_1110","title":"Chronic Depression","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Depression (economics); Psychology; Medicine; Economics; Keynesian economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002218894,0.0006119011,0.0004223869,0.0006312281,0.0007749101,0.001225177,0.0005533559,0.0009687546,0.1604684],"category_scores_gemma":[0.0005740736,0.0002357419,0.000260489,0.0005997628,0.0003256211,0.0008586944,0.001086009,0.00139231,0.08562715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005584381,"about_ca_system_score_gemma":0.0009604691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002344159,"about_ca_topic_score_gemma":0.013466,"domain_scores_codex":[0.9998965,0.00002062624,0.000004225918,0.00001317523,0.00004779202,0.00001770769],"domain_scores_gemma":[0.9998877,0.00002869845,0.000005811214,0.00001259865,0.00003378541,0.00003138293],"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":[0.00001134451,0.00005130178,0.00008847465,0.0001675953,0.000002981791,0.0000553239,0.0001056834,0.00004291005,0.0001795048,0.0103153,0.8155349,0.1734447],"study_design_scores_gemma":[0.000004456535,0.00001422494,0.0003437919,0.000128701,0.000001850038,0.0001654911,0.00003857036,0.00001951933,0.0000223637,0.001873426,0.997386,0.000001724856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005154552,0.0317957,0.0009702872,0.004538975,0.003877949,0.000109964,0.000267892,0.0001528397,0.9577708],"genre_scores_gemma":[0.001450467,0.01319105,0.000483525,0.002824842,0.0004821852,0.00004971051,0.0001695492,0.00002793865,0.9813207],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1604684,"threshold_uncertainty_score":0.5368201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02462391442126797,"score_gpt":0.2629334788812231,"score_spread":0.2383095644599551,"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."}}