{"id":"W4301400985","doi":"10.1186/s13063-022-06788-7","title":"The BEACON study: an update to the protocol for a cohort study as part of an evaluation of the effectiveness of smartphone-assisted problem-solving therapy in men who present with intentional self-harm to emergency departments in Ontario","year":2022,"lang":"en","type":"article","venue":"Trials","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Kingston Health Sciences Centre; Queen's University; Parkwood Institute; St. Michael's Hospital; Western University; Canada Research Chairs; Ottawa Hospital; University of Ottawa","funders":"Ontario SPOR SUPPORT Unit","keywords":"Medicine; Protocol (science); Smartphone application; Medical physics; Cohort study; Cohort; Physical therapy; Alternative medicine; Pathology; Computer science; Multimedia","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.07130355,0.003685445,0.005675118,0.00284452,0.005598806,0.003221947,0.003529392,0.0042636,0.02943003],"category_scores_gemma":[0.05110274,0.003911974,0.005692929,0.003756534,0.002220444,0.002951009,0.002533602,0.004483827,0.007371284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01526469,"about_ca_system_score_gemma":0.04451955,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05027834,"about_ca_topic_score_gemma":0.1158378,"domain_scores_codex":[0.9565828,0.02709324,0.007995051,0.002506851,0.002987937,0.002834108],"domain_scores_gemma":[0.9659494,0.007298874,0.006400239,0.005581131,0.01207036,0.002699911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3915004,0.0280739,0.03449954,0.06003217,0.004187554,0.002579981,0.01740847,0.003160363,0.007888059,0.008933567,0.253334,0.188402],"study_design_scores_gemma":[0.3630263,0.03742884,0.1319815,0.02490244,0.002373527,0.0003643773,0.005082901,0.002798746,0.00347448,0.004583507,0.4231934,0.0007899799],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002967327,0.0001981422,0.001444795,0.0002120446,0.000208519,0.990465,0.003602398,0.00005532844,0.0008464312],"genre_scores_gemma":[0.001388878,0.0001175618,0.00197838,0.0001041651,0.00002421498,0.9956162,0.0004790931,0.000008432628,0.0002830264],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9497216,"threshold_uncertainty_score":0.3770937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1115949874475325,"score_gpt":0.4306527333671982,"score_spread":0.3190577459196656,"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."}}