{"id":"W2599162367","doi":"","title":"Barriers to nonpharmacologic treatments for stress, anxiety, and insomnia","year":2010,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Insomnia; Medicine; Psychiatry; Physical therapy","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":[0.001512531,0.0001727548,0.0001681543,0.0005347497,0.001153421,0.0004656392,0.0003268512,0.0003194115,0.003996224],"category_scores_gemma":[0.00974784,0.0001621084,0.0002594183,0.0004356787,0.0005855304,0.0003139467,0.0004011591,0.0004626042,0.0001345177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002755135,"about_ca_system_score_gemma":0.004491452,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.206321,"about_ca_topic_score_gemma":0.238312,"domain_scores_codex":[0.9980541,0.0008386247,0.00009382691,0.00008640395,0.0004735266,0.0004534018],"domain_scores_gemma":[0.9910404,0.002938147,0.003204777,0.0001115837,0.0009464561,0.001758578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000196898,0.000212641,0.9274923,0.0003297606,0.00004540343,0.0004237895,0.01132464,0.0001991544,0.0006473818,0.0002951609,0.002609854,0.05622296],"study_design_scores_gemma":[0.00001649846,0.0002172473,0.9822923,0.0002223039,0.0000237178,0.0007331502,0.01065994,0.0002368958,0.0001508787,0.0000761882,0.00535597,0.00001495007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930206,0.0007734488,0.0001951406,0.001593007,0.00001884424,0.00006311961,0.0001748495,0.000008123457,0.004152846],"genre_scores_gemma":[0.9978281,0.0005800842,0.0004900939,0.0003086168,0.00001439598,0.00002576295,0.00007385592,0.00000262501,0.0006764983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.793679,"threshold_uncertainty_score":0.4102401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01669492674241679,"score_gpt":0.2878081508580209,"score_spread":0.2711132241156041,"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."}}