{"id":"W4387338302","doi":"10.1016/j.cjca.2023.06.311","title":"HEALTH PROFESSIONALS' PRACTICE REGARDING PHYSICAL ACTIVITY DURING PREGNANCY","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pregnancy; Gestational diabetes; Physical activity; Obesity; Health professionals; Obstetrics; Family medicine; Medical practice; Physical therapy; Gestation; Health care; Endocrinology","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":[0.004640998,0.0001649625,0.0003489203,0.001493274,0.002280649,0.001497756,0.0006928777,0.002666149,0.003645977],"category_scores_gemma":[0.03907358,0.0003830522,0.0002698087,0.001000461,0.0008597522,0.0008556324,0.001595569,0.002499185,0.0005552163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001707665,"about_ca_system_score_gemma":0.007064465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0371424,"about_ca_topic_score_gemma":0.05148218,"domain_scores_codex":[0.994531,0.002983369,0.000570489,0.0003521066,0.001024664,0.0005384135],"domain_scores_gemma":[0.9741488,0.01420562,0.002328209,0.0004723764,0.003747738,0.005097152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002279111,0.0007475332,0.3376031,0.001988112,0.000113701,0.006186194,0.1084984,0.0003038549,0.001840866,0.000989288,0.07998942,0.4615116],"study_design_scores_gemma":[0.0001859367,0.0007110432,0.5987189,0.01792984,0.0001940928,0.009365863,0.2030387,0.0006668151,0.0009077169,0.002498772,0.1656256,0.0001566277],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4229396,0.02991289,0.001829286,0.4522163,0.005408883,0.0002324666,0.0003911685,0.0001257147,0.0869437],"genre_scores_gemma":[0.9114124,0.03601464,0.003962116,0.04097743,0.00177495,0.0002639334,0.0001795575,0.00003662768,0.00537821],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0371424,"threshold_uncertainty_score":0.07385242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.035761376152637,"score_gpt":0.3680888741659408,"score_spread":0.3323274980133038,"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."}}