{"id":"W4281928257","doi":"10.2196/37583","title":"Proximal Risk for Suicide: Protocol for an Ecological Momentary Assessment Study","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mayo Clinic","keywords":"Suicidal ideation; Psychology; Suicide prevention; Protocol (science); Poison control; Human factors and ergonomics; Injury prevention; Risk assessment; Clinical psychology; Medicine; Medical emergency; Computer security; Alternative medicine; Computer science","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":[0.02840555,0.00326267,0.004739539,0.002748617,0.005582074,0.002460034,0.003367994,0.003722851,0.06932194],"category_scores_gemma":[0.02462012,0.00334298,0.003665458,0.002558089,0.001861171,0.002008768,0.003155005,0.007870613,0.01482879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004465144,"about_ca_system_score_gemma":0.02231397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004496979,"about_ca_topic_score_gemma":0.01068274,"domain_scores_codex":[0.9879815,0.006342167,0.002011976,0.001062413,0.001549858,0.001052097],"domain_scores_gemma":[0.984588,0.003544323,0.00168976,0.00252312,0.006033143,0.001621602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1033154,0.1158867,0.01574535,0.04681644,0.001259305,0.003758078,0.01406728,0.01526349,0.01179519,0.02307565,0.2619876,0.3870295],"study_design_scores_gemma":[0.1359521,0.0654903,0.06665148,0.01959865,0.0006724691,0.001056293,0.008078432,0.008390119,0.006308537,0.02186035,0.6648855,0.001055895],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001380659,0.00008236226,0.002506343,0.0001268519,0.0001152475,0.9937838,0.001100344,0.00005506733,0.0008492341],"genre_scores_gemma":[0.0004397437,0.0000622658,0.003009064,0.00007568478,0.00001319962,0.9959961,0.0001603324,0.000002968306,0.0002407311],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06932194,"threshold_uncertainty_score":0.231905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5070289949448891,"score_gpt":0.6493269743908427,"score_spread":0.1422979794459537,"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."}}