{"id":"W3165625139","doi":"10.3233/shti210260","title":"Usage of Digital Tools to Access Primary Care in Quebec: An Environmental Scan","year":2021,"lang":"en","type":"book-chapter","venue":"Studies in health technology and informatics","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Work (physics); Health care; Primary care; Business; Medical emergency; Computer science; Medicine; Political science; Engineering; Family medicine","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"],"consensus_categories":[],"category_scores_codex":[0.001016069,0.0003298969,0.001290241,0.0009881981,0.0003693792,0.00002026877,0.0003278732,0.0009353271,0.00004191679],"category_scores_gemma":[0.0003345379,0.000307382,0.0000377296,0.0002045362,0.0003530509,0.0009598738,0.001000102,0.001756222,0.00001808073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001222308,"about_ca_system_score_gemma":0.001121559,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008381111,"about_ca_topic_score_gemma":0.02224226,"domain_scores_codex":[0.9962091,0.0001601955,0.002525672,0.0002619394,0.0002498325,0.0005932751],"domain_scores_gemma":[0.997404,0.0006331978,0.001201098,0.0005205706,0.00009974693,0.0001414099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001370838,0.00006490308,0.07399143,0.05063312,0.0001274634,0.00004281188,0.1269411,0.000008772357,5.018766e-7,0.05408242,0.001152239,0.6928181],"study_design_scores_gemma":[0.0008138956,0.0007922745,0.007716454,0.01057014,0.0000134896,0.00001213131,0.2254031,0.000006295345,0.000001169077,0.001783611,0.7524262,0.0004612172],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2186954,0.1180382,0.00005153101,0.01457397,0.003549094,0.01298548,0.002924168,0.000328509,0.6288537],"genre_scores_gemma":[0.7276806,0.139429,0.004346914,0.01283476,0.0005357848,0.001301813,0.001598259,0.0002482672,0.1120246],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.751274,"threshold_uncertainty_score":0.9999378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1481403516910676,"score_gpt":0.4683434805071634,"score_spread":0.3202031288160958,"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."}}