{"id":"W4238233743","doi":"10.1503/cmaj.051133","title":"Elizabethan talk therapy","year":2005,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; World Wide Web; Data science; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007328972,0.0005305368,0.00026382,0.0005828811,0.01029058,0.002657885,0.0006694787,0.002264961,0.3799864],"category_scores_gemma":[0.002233298,0.000287865,0.0002900098,0.0002493947,0.001332788,0.001470218,0.004165297,0.00411387,0.07045081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002401908,"about_ca_system_score_gemma":0.004374847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007363932,"about_ca_topic_score_gemma":0.03733312,"domain_scores_codex":[0.999215,0.0001777049,0.00002474245,0.0001471249,0.0002308638,0.0002044966],"domain_scores_gemma":[0.9988914,0.00009176006,0.00004401122,0.00005195699,0.000198614,0.000722228],"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":[0.00005289739,0.0001021572,0.000414183,0.00009966144,0.000003127312,0.00080117,0.004534958,0.00002632754,0.00093983,0.0257929,0.899877,0.06735586],"study_design_scores_gemma":[0.000003600491,0.00001146475,0.0003767856,0.00006263449,7.610919e-7,0.0004061107,0.001374929,0.0000143589,0.00008226847,0.0009054315,0.9967578,0.000003874296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.004067454,0.003460231,0.001005381,0.04393531,0.006171289,0.00008944634,0.0001658124,0.0002564579,0.9408487],"genre_scores_gemma":[0.01052213,0.0008334004,0.0003238123,0.004525788,0.0001442503,0.00003948217,0.00002884822,0.00006129306,0.983521],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3799864,"threshold_uncertainty_score":0.8843742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050210020034154,"score_gpt":0.2747767878226848,"score_spread":0.2642746876223432,"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."}}