{"id":"W6902106470","doi":"10.6084/m9.figshare.26724620.v1","title":"Additional file 4 of Predicting CBT modality, treatment participation, and reliable improvements for individuals with anxiety and depression in a specialized mental health centre: a retrospective population-based cohort study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ontario Tech University; Ontario Shores Centre for Mental Health Sciences","funders":"","keywords":"Depression (economics); Anxiety; Mental health; Retrospective cohort study; Cohort study","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001187412,0.001090041,0.001447485,0.002064121,0.001381446,0.001301882,0.001749921,0.001431809,0.64568],"category_scores_gemma":[0.02520047,0.000577927,0.001464844,0.003223846,0.0002516302,0.001568594,0.0008352968,0.00104193,0.03230448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001006483,"about_ca_system_score_gemma":0.00151168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01817764,"about_ca_topic_score_gemma":0.02077821,"domain_scores_codex":[0.9991663,0.0001800677,0.0001914392,0.000229319,0.00009414482,0.0001388451],"domain_scores_gemma":[0.981907,0.01237401,0.002468543,0.001096088,0.001627452,0.0005269196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002251361,0.0007994624,0.1040424,0.005396943,0.0006679835,0.0003887028,0.0003836291,0.001051179,0.0002269228,0.00197527,0.8633553,0.01946087],"study_design_scores_gemma":[0.02160979,0.001623299,0.7952889,0.006820625,0.00179936,0.002163798,0.002292505,0.005525605,0.0008821966,0.01049955,0.1510216,0.0004727616],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.00551312,0.00005030871,0.0002859952,0.000114189,0.00002686347,0.0002347183,0.9926807,0.00006885783,0.001025166],"genre_scores_gemma":[0.1423374,0.0003532698,0.006557886,0.0009738885,0.0002335307,0.01110879,0.8178616,0.0004018582,0.02017184],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.64568,"threshold_uncertainty_score":0.5053945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03120712903338144,"score_gpt":0.3625904376928201,"score_spread":0.3313833086594387,"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."}}