{"id":"W2885255669","doi":"10.1080/10245332.2018.1505225","title":"Common themes and challenges in hemophilia care: a multinational perspective","year":2018,"lang":"en","type":"article","venue":"Hematology","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Bayer, United Kingdom; Bayer Corporation","keywords":"Perspective (graphical); Multinational corporation; Medicine; Intensive care medicine; Family medicine; Political science; Computer science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000650225,0.00008255051,0.0002300301,0.0001398024,0.00004917256,0.000003147512,0.00003601902,0.00009409935,0.0001028943],"category_scores_gemma":[0.00008725093,0.00006194934,0.00002400078,0.00007696201,0.0002760543,0.00002460431,0.00004488939,0.000108266,0.00007282891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000684639,"about_ca_system_score_gemma":0.00004964253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004260046,"about_ca_topic_score_gemma":0.0002784607,"domain_scores_codex":[0.9993449,0.00004410148,0.0001014915,0.0002134314,0.0001095053,0.0001865404],"domain_scores_gemma":[0.9995521,0.0001069357,0.00001735431,0.0001238146,0.0001379678,0.00006178387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007866197,0.0009288847,0.5344507,0.0006812921,0.0001904047,0.001020098,0.04607934,9.75578e-8,0.0009162292,0.3816789,0.0007293443,0.03253814],"study_design_scores_gemma":[0.01879495,0.003291381,0.7676461,0.0005939254,0.0001287039,0.005805125,0.09661896,0.0007035632,0.03536894,0.0478636,0.02246727,0.000717424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9270818,0.01943909,6.439766e-7,0.02424804,0.00004416264,0.000267368,0.000001915991,0.0000272335,0.0288897],"genre_scores_gemma":[0.9981594,0.001131422,0.0002803685,0.00008287117,0.00008096668,0.00002531212,0.00000529373,0.000008637478,0.0002257403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3338153,"threshold_uncertainty_score":0.2526221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.067418105963904,"score_gpt":0.3620985006370841,"score_spread":0.2946803946731801,"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."}}