{"id":"W4394694109","doi":"10.32920/25569678.v1","title":"Stress Across the Lifespan in Canada: From Risk to Management. Conference Report","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Canadian Institutes of Health Research","keywords":"Gerontology; Political science; Medicine","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":[0.00185012,0.0006048644,0.0005377447,0.001965741,0.01217359,0.004866815,0.001273177,0.001216189,0.007975588],"category_scores_gemma":[0.003772249,0.0004685531,0.0007349212,0.006075147,0.001338252,0.001313723,0.003210913,0.002421219,0.0007124551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1088563,"about_ca_system_score_gemma":0.3177034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9982859,"about_ca_topic_score_gemma":0.9988831,"domain_scores_codex":[0.9984239,0.00008039271,0.00005939705,0.0001549876,0.0007083832,0.0005728636],"domain_scores_gemma":[0.9967583,0.00009827695,0.000143017,0.00003535673,0.001509877,0.001455161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002602164,0.0001357177,0.1772699,0.001585778,0.00009162926,0.000789464,0.03312447,0.0004407877,0.0004334156,0.005130266,0.4794586,0.3012797],"study_design_scores_gemma":[0.00003433006,0.00008393441,0.5722204,0.002357272,0.0001027564,0.0003833473,0.07582243,0.000445659,0.0002880088,0.001291818,0.3467915,0.0001784248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2947836,0.187932,0.001942597,0.3399655,0.01167884,0.0009207108,0.04152685,0.0002824034,0.1209676],"genre_scores_gemma":[0.7803689,0.1273675,0.002626101,0.01280386,0.001332613,0.0003931468,0.01338008,0.0001283053,0.06159947],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1088563,"threshold_uncertainty_score":0.7898112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06734392903622682,"score_gpt":0.4540487617289036,"score_spread":0.3867048326926768,"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."}}