{"id":"W3044207194","doi":"10.2196/20240","title":"Closing the COVID-19 Psychological Treatment Gap for Cancer Patients in Alberta: Protocol for the Implementation and Evaluation of Text4Hope-Cancer Care","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Cancer survivorship and care","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; University of Calgary; University of Alberta; Alberta Health Services","funders":"Alberta Children's Hospital Foundation; University of Alberta; Alberta Cancer Foundation; Royal Alexandra Hospital Foundation; Children's Hospital Foundation; Alberta Health Services","keywords":"Anxiety; Population; Medicine; Depression (economics); Cancer; Psychological intervention; Hospital Anxiety and Depression Scale; Psychiatry; Clinical psychology; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0252015,0.002742076,0.002232796,0.001985023,0.008203832,0.00241997,0.004892922,0.003375411,0.04895419],"category_scores_gemma":[0.01504452,0.002134734,0.002506773,0.002257589,0.001860144,0.001240106,0.002638879,0.004481912,0.005445591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03750524,"about_ca_system_score_gemma":0.1059607,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2560461,"about_ca_topic_score_gemma":0.4163779,"domain_scores_codex":[0.9899676,0.005138752,0.0009142618,0.0006710222,0.001319068,0.001989398],"domain_scores_gemma":[0.9876947,0.00162526,0.001314679,0.000871553,0.005333935,0.003159822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1734494,0.09342448,0.02048107,0.02425564,0.0007344981,0.001616356,0.009215125,0.009017083,0.006801411,0.008603921,0.2032318,0.4491692],"study_design_scores_gemma":[0.2705833,0.07786859,0.1641315,0.01433582,0.0009600904,0.0002970783,0.01008948,0.006036021,0.005967455,0.005107219,0.4437898,0.0008335764],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004163916,0.0001077646,0.0007836954,0.0002983534,0.0000973612,0.9896699,0.00240639,0.0000593476,0.002413384],"genre_scores_gemma":[0.003905021,0.0001578095,0.003482274,0.0002498572,0.0000312903,0.9904894,0.0006882436,0.000004456417,0.0009916209],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.7439539,"threshold_uncertainty_score":0.5091115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6103287812417905,"score_gpt":0.6878814418887428,"score_spread":0.07755266064695232,"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."}}