{"id":"W3165139743","doi":"10.1017/s1041610221000077","title":"More evidence for problem-solving therapy: improving access is still a problem in need of solving","year":2021,"lang":"en","type":"letter","venue":"International Psychogeriatrics","topic":"Problem Solving Skills Development","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Content (measure theory); Access to information; Information access; World Wide Web; Mathematics","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":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001925268,0.0007829843,0.001129912,0.001309893,0.0002697137,0.0001999589,0.002580979,0.00156884,0.0006620513],"category_scores_gemma":[0.001719858,0.0007815105,0.0004180763,0.00112025,0.00008286545,0.0008653797,0.0009266476,0.003301881,0.00002593224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001476526,"about_ca_system_score_gemma":0.002597366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001224994,"about_ca_topic_score_gemma":0.0001515045,"domain_scores_codex":[0.992314,0.0004189616,0.002885057,0.001577667,0.001500448,0.001303821],"domain_scores_gemma":[0.9904693,0.003535528,0.002740286,0.0009010558,0.002238984,0.0001148857],"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":[0.0003022223,0.000203571,0.05120996,0.005356166,0.0004520698,0.00007866538,0.009074799,0.00008144598,0.001193797,0.0001023004,0.9247251,0.007219901],"study_design_scores_gemma":[0.01062831,0.0003620902,0.02027627,0.03511193,0.0002520568,0.00003409426,0.001202052,0.002557174,0.0005026939,0.01183238,0.913542,0.003698883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01181594,0.00677119,0.0140597,0.9342758,0.01504459,0.01305563,0.001075201,0.0003831635,0.003518762],"genre_scores_gemma":[0.01671612,0.007706227,0.1813051,0.7559322,0.01363836,0.00781466,0.00203284,0.0009420833,0.0139124],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1783436,"threshold_uncertainty_score":0.9997273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1096408381648705,"score_gpt":0.4423176222932687,"score_spread":0.3326767841283982,"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."}}