{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02482416,0.0001376022,0.0005597477,0.00009246539,0.0001201769,0.00001076154,0.0002783243,0.00002013517,0.0001229096],"category_scores_gemma":[0.0002326255,0.00006822246,0.0000889187,0.0004715573,0.0000166972,0.0000572286,0.0001006801,0.0001207209,1.485403e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004102916,"about_ca_system_score_gemma":0.0006024025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03715673,"about_ca_topic_score_gemma":0.4227461,"domain_scores_codex":[0.9915819,0.005892096,0.0008786749,0.0003083439,0.001176758,0.0001621905],"domain_scores_gemma":[0.9982375,0.0003349288,0.0004109739,0.0005098057,0.0004640092,0.00004278632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03578823,0.00528222,0.9295266,0.00006874663,0.0005937112,7.000377e-7,0.02333654,0.001077777,0.001103606,0.00001568657,0.00007219591,0.003134024],"study_design_scores_gemma":[0.01386018,0.009145567,0.9659489,0.00008933528,0.0002519635,6.971929e-7,0.007864104,0.0000698955,0.002107525,0.0001006787,0.0004873226,0.00007384974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7060846,0.000006395377,0.000003143417,0.00009536398,0.0000973533,0.293618,0.00001641282,0.000004412803,0.00007437461],"genre_scores_gemma":[0.6451647,4.86931e-7,0.000007680987,0.00001064358,0.00001861426,0.3547419,0.00001122427,0.00001050733,0.00003428569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3855894,"threshold_uncertainty_score":0.9692549,"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."}}