{"id":"W4252533369","doi":"10.21203/rs.2.22432/v1","title":"The relationship between depression risk perception and self-help behaviors in high risk Canadians: a cross-sectional study","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; University of Calgary; University of Ottawa","funders":"","keywords":"Cross-sectional study; Depression (economics); Psychology; Risk perception; Environmental health; Perception; Clinical psychology; Medicine; Gerontology; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0009945267,0.0005985847,0.0005295877,0.001572645,0.005681474,0.002067706,0.001615654,0.001312507,0.003658353],"category_scores_gemma":[0.002885521,0.0008278492,0.0009951887,0.003812395,0.0009788689,0.0008941913,0.0008465544,0.00185123,0.0005192893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0143783,"about_ca_system_score_gemma":0.01700169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9814886,"about_ca_topic_score_gemma":0.9842755,"domain_scores_codex":[0.9991592,0.00007920615,0.00004938908,0.0001243934,0.0002641683,0.0003235655],"domain_scores_gemma":[0.9977987,0.0001412122,0.0003674795,0.00008553299,0.0008471805,0.0007598953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007846622,0.0002683372,0.9967062,0.00001586458,0.00005801217,0.00003362438,0.0009013733,0.00002170705,0.00008110599,0.00004794417,0.0004981081,0.001289387],"study_design_scores_gemma":[0.000009557322,0.0000433357,0.9979078,0.00001229877,0.00002101794,0.00002090527,0.001583224,0.00005782627,0.0000150967,0.00001289061,0.0003073839,0.00000873295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961326,0.0002213877,0.00005768516,0.0001909706,0.00001655694,0.00008429833,0.001797178,0.000004775839,0.001494562],"genre_scores_gemma":[0.9963533,0.0002919855,0.0002170533,0.0002038928,0.00001310362,0.0000589816,0.001390829,0.000004725019,0.001466297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01851135,"threshold_uncertainty_score":0.1043224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1598868941725107,"score_gpt":0.5101574463627909,"score_spread":0.3502705521902802,"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."}}