{"id":"W3133729205","doi":"10.12927/hcpol.2021.26436","title":"Commentary: Time to Improve Access to Psychotherapies – A Family Medicine Perspective","year":2021,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montfort Hospital; College of Family Physicians of Canada","funders":"","keywords":"Mental health; Toll; Precarity; Perspective (graphical); Anxiety; Psychology; Pandemic; Depression (economics); Cognition; Psychiatry; Coronavirus disease 2019 (COVID-19); Public relations; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01202599,0.001420463,0.00275275,0.001824453,0.007719922,0.005507516,0.007874009,0.09465126,0.02031529],"category_scores_gemma":[0.09748196,0.001189071,0.002755264,0.001921358,0.00933642,0.01441164,0.003089779,0.06272647,0.009221225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01416223,"about_ca_system_score_gemma":0.03157224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03494616,"about_ca_topic_score_gemma":0.03642744,"domain_scores_codex":[0.9893693,0.004198532,0.001203594,0.001159343,0.002701052,0.001368115],"domain_scores_gemma":[0.9014164,0.06535131,0.004484726,0.001270847,0.01850768,0.008969033],"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":[0.00002795936,0.0000112759,0.00003992246,0.0002500876,0.00001254982,0.0001922045,0.0001997801,0.00002505664,0.00003827084,0.001051413,0.9956322,0.002519207],"study_design_scores_gemma":[0.0001785381,0.00006499887,0.0006584221,0.004326587,0.00008206634,0.001001991,0.001620034,0.0002244691,0.0001695319,0.007951799,0.9835986,0.0001230807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00005628098,0.001524492,0.00002912085,0.9696544,0.02814898,0.00000946722,0.00004376308,0.00001250433,0.0005211356],"genre_scores_gemma":[0.00113142,0.001304656,0.00009295014,0.9660624,0.0298728,0.00002982467,0.00001689857,0.00001449531,0.001474435],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09465126,"threshold_uncertainty_score":0.1027547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07419408358346684,"score_gpt":0.4870347429048995,"score_spread":0.4128406593214327,"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."}}