{"id":"W4403439270","doi":"10.1503/cmaj.241402","title":"Investing in streamlined care for patients experiencing early pregnancy loss in Canada would reduce substantial suffering","year":2024,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Schwartz/Reisman Emergency Medicine Institute; University of Toronto","funders":"","keywords":"Pregnancy; Medicine; Data science; Computer science; Intensive care medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.000880269,0.0004598585,0.0006327421,0.0006274335,0.005543688,0.001934091,0.001654932,0.01460525,0.01441086],"category_scores_gemma":[0.0102297,0.0002982961,0.0007469716,0.0007300064,0.002171974,0.001935061,0.001360797,0.01603255,0.004138672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01773608,"about_ca_system_score_gemma":0.0339381,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4078417,"about_ca_topic_score_gemma":0.6867313,"domain_scores_codex":[0.9986494,0.0001593332,0.0001173462,0.0001018171,0.0005001081,0.000471911],"domain_scores_gemma":[0.9935305,0.001178212,0.000376539,0.00007526084,0.002112448,0.002727093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004048776,0.0000705942,0.003640387,0.00012138,0.00001147279,0.001991985,0.0001865493,0.0001031216,0.0002383289,0.001127388,0.9641368,0.02833149],"study_design_scores_gemma":[0.0002222196,0.0002031219,0.02266702,0.002500175,0.00007949454,0.007116748,0.003490045,0.001232344,0.0003751174,0.008564455,0.9533817,0.0001677304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001385402,0.002762588,0.0001332088,0.978521,0.009981921,0.00002172924,0.00008206187,0.00004139621,0.007070739],"genre_scores_gemma":[0.02226233,0.009500789,0.0009923393,0.9252943,0.02358137,0.00003993487,0.0001892965,0.00005182185,0.01808779],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5921583,"threshold_uncertainty_score":0.8109355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01922733110387449,"score_gpt":0.2900187557490129,"score_spread":0.2707914246451384,"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."}}