{"id":"W4378978822","doi":"10.1111/hae.14807","title":"Towards achieving a haemophilia‐free mind","year":2023,"lang":"en","type":"article","venue":"Haemophilia","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Hemophilia Society","funders":"","keywords":"Medicine; Haemophilia; MEDLINE; Pediatrics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006181881,0.0003672773,0.0005954161,0.0006050032,0.0002747373,0.00006352349,0.0004247651,0.00025702,0.001195086],"category_scores_gemma":[0.0006685958,0.0002914656,0.0003406357,0.001494569,0.0002342196,0.0001498768,0.0004178745,0.0004807115,0.005228267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001696764,"about_ca_system_score_gemma":0.0003205489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004909374,"about_ca_topic_score_gemma":0.00001434056,"domain_scores_codex":[0.9967988,0.00007740442,0.0004328983,0.0006857832,0.001002971,0.001002208],"domain_scores_gemma":[0.9978288,0.0001266064,0.00006456673,0.001265166,0.0001660098,0.000548798],"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":[0.001270696,0.001262974,0.0981587,0.001145887,0.001106366,0.01394947,0.003311785,0.00002999611,0.04616306,0.002002279,0.2664488,0.56515],"study_design_scores_gemma":[0.01855964,0.003016442,0.6082556,0.001523738,0.0009072934,0.001942585,0.001846142,0.004202389,0.05912114,0.01099852,0.2873642,0.002262328],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9294288,0.0004127189,0.00001505888,0.02512423,0.0004486679,0.0008649981,0.00005381026,0.0004767089,0.04317505],"genre_scores_gemma":[0.9557223,0.000369582,0.001102343,0.0004154244,0.0009261254,0.00008982093,0.0001976408,0.0000997316,0.04107704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5628877,"threshold_uncertainty_score":0.9999537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06090229888259501,"score_gpt":0.3425401149477053,"score_spread":0.2816378160651102,"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."}}