{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002603139,0.0003673575,0.001325763,0.0002937622,0.0002169008,0.00005428811,0.0001344406,0.0001739538,0.000002353341],"category_scores_gemma":[0.00002499091,0.0004065834,0.00043774,0.0007034952,0.0001939479,0.0002331771,0.0001165049,0.0004620909,0.000003842602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130219,"about_ca_system_score_gemma":0.003103166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003005444,"about_ca_topic_score_gemma":0.002138788,"domain_scores_codex":[0.9975093,0.0002820287,0.0003809312,0.0006540653,0.0004738354,0.0006998552],"domain_scores_gemma":[0.9973672,0.00005400472,0.0002595508,0.001181727,0.0004402244,0.0006972972],"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":[0.0000148334,0.0001410975,0.003384648,0.005128157,0.002679495,0.0005228221,0.008926842,0.00001351271,0.0009056569,0.0006368678,0.00110611,0.97654],"study_design_scores_gemma":[0.00399429,0.000476187,0.3840041,0.006569596,0.001477637,0.0001384386,0.05479702,0.00004178675,0.0004961974,0.0001176032,0.5469905,0.000896621],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2622387,0.6569548,0.00004554139,0.0004871996,0.0006450752,0.0008980065,0.0001782125,0.00005192062,0.0785005],"genre_scores_gemma":[0.9708285,0.01783944,0.001121826,0.008367633,0.001067915,0.0001608646,0.0002773583,0.0001155487,0.0002208902],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9756433,"threshold_uncertainty_score":0.9998386,"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."}}