{"id":"W2906364687","doi":"","title":"Maternity Care Discussion Groups - An Embarrassment of Riches","year":2019,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Embarrassment; Maternity care; Computer science; World Wide Web; Data science; Medicine; Nursing; Psychology; Political science; Health care; Social psychology; Law","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":[0.05500606,0.0007320623,0.001297059,0.003008988,0.05886943,0.01793967,0.006450363,0.0211401,0.0321873],"category_scores_gemma":[0.1444068,0.002202048,0.001515293,0.002490659,0.02445473,0.01167164,0.01555228,0.03525697,0.004933301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0557409,"about_ca_system_score_gemma":0.08983736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4650824,"about_ca_topic_score_gemma":0.7060819,"domain_scores_codex":[0.9608383,0.01562271,0.001617063,0.002692537,0.0122294,0.006999953],"domain_scores_gemma":[0.7535039,0.09335874,0.008602395,0.007582701,0.03835195,0.09860022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008871967,0.0001250491,0.002704621,0.0001407655,0.00004338271,0.001101261,0.02269918,0.00008825924,0.0002066317,0.02498182,0.9188642,0.02895618],"study_design_scores_gemma":[0.00009203886,0.00005305264,0.005477359,0.001262523,0.00002889869,0.0007515508,0.06784479,0.0002357723,0.0001194438,0.01258831,0.911394,0.0001522454],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003508191,0.001540469,0.0002050242,0.9829123,0.002782934,0.00002805952,0.00005586941,0.00004428997,0.008922859],"genre_scores_gemma":[0.08072088,0.003769748,0.001478985,0.8820254,0.003319771,0.0001531781,0.00007097106,0.0002780588,0.02818302],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4650824,"threshold_uncertainty_score":0.9247507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03066675921884927,"score_gpt":0.2391249303118461,"score_spread":0.2084581710929968,"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."}}