{"id":"W4220677201","doi":"10.3917/spub.216.0897","title":"Vulnérabilités psychosociales des populations rurales du Québec en temps de pandémie","year":2022,"lang":"fr","type":"article","venue":"Santé Publique","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Centre Intégré de Santé et Services Sociaux de Chaudière-Appalache; Université du Québec à Rimouski","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001868003,0.0003225667,0.0003860892,0.0002585665,0.001382547,0.00008444775,0.0005169233,0.0002641021,0.01409648],"category_scores_gemma":[0.0004111253,0.0003780869,0.00025382,0.0006543352,0.0004636386,0.0002889362,0.0002553148,0.0008538995,0.0002192619],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005001488,"about_ca_system_score_gemma":0.005906356,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3719065,"about_ca_topic_score_gemma":0.3003955,"domain_scores_codex":[0.9950479,0.002410841,0.0006339861,0.000603343,0.0003017016,0.001002172],"domain_scores_gemma":[0.9978728,0.0008749579,0.0002103075,0.0005637899,0.00009121835,0.0003869574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002091472,0.001565677,0.6791046,0.0003734282,0.0001011627,0.00005139932,0.02648126,0.00007962215,0.0001447996,0.1281573,0.0709936,0.09273795],"study_design_scores_gemma":[0.0007602113,0.000323642,0.3434622,0.00004181663,0.00004670812,0.0001315449,0.007410243,0.0000469252,0.0000108845,0.02416706,0.6233072,0.0002915752],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8431883,0.02322924,0.0008733647,0.1141993,0.00416372,0.0008596508,0.0005960325,0.0002246556,0.01266566],"genre_scores_gemma":[0.975853,0.0007354161,0.0006093122,0.006124762,0.001168018,0.0005442322,0.0001473956,0.00007671436,0.01474112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5523136,"threshold_uncertainty_score":0.9999175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06883774176496224,"score_gpt":0.4174185436774946,"score_spread":0.3485808019125324,"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."}}