{"id":"W3004407709","doi":"","title":"Pregnancy Risks and Women’s Future Cardiovascular Health: Needs Assessment of Primary Care Physicians’ Knowledge and Practices","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Primary care; Pregnancy; Medicine; Primary health care; Family medicine; Alternative medicine; Data science; Computer science; Environmental health; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004515542,0.0001632522,0.0005759749,0.001916787,0.002767322,0.002001198,0.001024252,0.001277788,0.003033902],"category_scores_gemma":[0.0327564,0.0003558172,0.0006958682,0.00275233,0.0008559113,0.00173541,0.0009978499,0.001261339,0.0001435878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006716204,"about_ca_system_score_gemma":0.02064152,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6944699,"about_ca_topic_score_gemma":0.7884592,"domain_scores_codex":[0.9969909,0.0008148154,0.0002812089,0.0002073572,0.00113443,0.0005712564],"domain_scores_gemma":[0.9738062,0.01116227,0.00479927,0.0004501039,0.006381028,0.003401072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003524365,0.0001964897,0.9547149,0.0003167767,0.00006864974,0.0002263808,0.01179673,0.00007023638,0.00005209797,0.0002814199,0.002533359,0.02970778],"study_design_scores_gemma":[0.00001108995,0.00006253715,0.9770313,0.0005786468,0.00005132698,0.0001676296,0.01971072,0.0002543914,0.00002311338,0.0001949547,0.001894389,0.0000198357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9371092,0.007122589,0.0001888054,0.03405894,0.0001034511,0.0001416692,0.001816906,0.00001460053,0.01944385],"genre_scores_gemma":[0.9941732,0.002889241,0.0006845455,0.001471173,0.00005707455,0.00006510514,0.0002603691,0.000002052256,0.000397154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6944699,"threshold_uncertainty_score":0.6146588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03123533842094621,"score_gpt":0.3062253001037943,"score_spread":0.2749899616828481,"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."}}