{"id":"W2166334807","doi":"10.1177/0145445500245002","title":"Treatment of Gad","year":2000,"lang":"en","type":"article","venue":"Behavior Modification","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":333,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Concordia University","funders":"","keywords":"Psychology; Psychotherapist; Developmental psychology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004949487,0.000184459,0.0001958418,0.000204605,0.00007566889,0.00001429127,0.0001369975,0.000126373,0.006090578],"category_scores_gemma":[0.00001254435,0.0001630461,0.00009921083,0.0004548014,0.00008061881,0.0000956345,0.00000497308,0.00004295539,0.00110802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009053094,"about_ca_system_score_gemma":0.00002114289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000253072,"about_ca_topic_score_gemma":0.000003441965,"domain_scores_codex":[0.9987806,0.00007264248,0.0003088444,0.0004346316,0.0001869529,0.0002163345],"domain_scores_gemma":[0.9990479,0.00005273497,0.0001494292,0.0005287965,0.000142794,0.00007831823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001081512,0.003158609,0.09025887,0.000003818975,0.00003353206,0.000003770914,0.001158613,0.000001391198,0.001373156,0.0005317244,0.0003201665,0.9030482],"study_design_scores_gemma":[0.0016693,0.0005036878,0.9152929,0.000008064175,0.0002375366,0.00001670893,0.000314008,0.000007957994,0.006123687,0.000174434,0.07544854,0.0002032125],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724306,0.002067382,0.0005346648,0.00006742147,0.0003767908,0.0006079849,0.00007500246,0.0001058912,0.02373419],"genre_scores_gemma":[0.9831814,0.004923766,0.0003385789,0.00001336697,0.0001220723,0.0008466558,0.0001368247,0.00002985182,0.01040753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.902845,"threshold_uncertainty_score":0.9996697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1068083029597412,"score_gpt":0.4012591021930557,"score_spread":0.2944507992333145,"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."}}