{"id":"W7131233828","doi":"10.1521/jsyt.2025.44.3.141","title":"Journal of Systemic Therapies: Index Volume 44, 2025","year":2025,"lang":"en","type":"article","venue":"Journal of Systemic Therapies","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Index (typography); Volume (thermodynamics)","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":[0.0005961563,0.001195533,0.001078601,0.005392042,0.0008547409,0.003460548,0.0006480116,0.001627742,0.182661],"category_scores_gemma":[0.002048229,0.0003475197,0.00052152,0.00275483,0.000552923,0.001196655,0.0009169766,0.001530212,0.08004932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001403469,"about_ca_system_score_gemma":0.001592934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001146038,"about_ca_topic_score_gemma":0.005413764,"domain_scores_codex":[0.9991828,0.00008427902,0.0001038779,0.00007065279,0.0004616716,0.00009670473],"domain_scores_gemma":[0.9973506,0.000336147,0.0002421802,0.00006977424,0.001082029,0.0009192979],"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":[0.0003674502,0.0003369242,0.002023364,0.001247868,0.0000741446,0.0002041493,0.00002005056,0.0001627431,0.003285273,0.001135247,0.7695936,0.2215491],"study_design_scores_gemma":[0.0001464355,0.0002244476,0.0173511,0.0008831317,0.00005777015,0.000986045,0.00005018693,0.0005528444,0.001268185,0.0009389741,0.9775178,0.00002309776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008578418,0.09403754,0.001675986,0.01840393,0.07624766,0.0006375359,0.005732547,0.001093557,0.7935928],"genre_scores_gemma":[0.02812876,0.08263502,0.002517947,0.006264806,0.1034693,0.0001769831,0.004990751,0.0002989184,0.7715176],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.182661,"threshold_uncertainty_score":0.611062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123945235150144,"score_gpt":0.2783643038655296,"score_spread":0.2659697803505152,"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."}}