{"id":"W4388212888","doi":"10.21203/rs.3.rs-3510905/v1","title":"Where is Primary Health Care (PHC) open data during COVID-19 pandemic in Europe? A mixed- methods study protocol to build a European PHC indicators dashboard for future pandemics","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Focus group; Pandemic; Delphi method; Preparedness; Health care; Action plan; Government (linguistics); Public health; Dashboard; Medicine; Contingency plan; Nursing; Political science; Business; Coronavirus disease 2019 (COVID-19); Computer science; Marketing; Data science","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":[0.1049436,0.001717573,0.002246668,0.003237689,0.004348448,0.003445672,0.003209986,0.003938792,0.04215502],"category_scores_gemma":[0.06341838,0.002050769,0.003198382,0.002460184,0.002713477,0.004035233,0.004129873,0.005008003,0.007567763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00577932,"about_ca_system_score_gemma":0.02575447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002907714,"about_ca_topic_score_gemma":0.004194202,"domain_scores_codex":[0.9541949,0.03293748,0.005496646,0.002598022,0.00236595,0.002406892],"domain_scores_gemma":[0.9489705,0.02256917,0.005333318,0.006017165,0.01353484,0.003574939],"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":[0.0380035,0.03137783,0.03983255,0.07172771,0.001027047,0.003071972,0.1378526,0.006796558,0.006676243,0.05786859,0.157764,0.4480015],"study_design_scores_gemma":[0.04008223,0.03759438,0.08509493,0.04910419,0.0009554061,0.0008301202,0.1672882,0.009344573,0.00914177,0.03445088,0.5653074,0.0008059436],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00935371,0.0001633989,0.007916647,0.0006375887,0.0001524214,0.9775775,0.002374082,0.00005818573,0.001766571],"genre_scores_gemma":[0.003278559,0.00006256255,0.005621195,0.0002439043,0.00001565159,0.9903098,0.0001731594,0.000004296297,0.0002909763],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1049436,"threshold_uncertainty_score":0.5550016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3944832764037254,"score_gpt":0.6356135509590409,"score_spread":0.2411302745553155,"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."}}