{"id":"W4394841497","doi":"10.1182/bloodadvances.2024012931","title":"Decision theoretical foundations of clinical practice guidelines: an extension of the ASH thrombophilia guidelines","year":2024,"lang":"en","type":"article","venue":"Blood Advances","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"Agency for Healthcare Research and Quality","keywords":"Foundation (evidence); Thrombophilia; Extension (predicate logic); Medicine; Intensive care medicine; Internal medicine; Computer science; Political science; Thrombosis; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00578347,0.0002101161,0.0006324466,0.000100853,0.00009329026,0.00003412175,0.0002979152,0.000157796,0.0003275011],"category_scores_gemma":[0.1651545,0.0001281791,0.0003804774,0.0006005401,0.0005719705,0.0009538698,0.000186333,0.0004068231,0.00002475647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001606943,"about_ca_system_score_gemma":0.0006388495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004824955,"about_ca_topic_score_gemma":0.00004863543,"domain_scores_codex":[0.9933572,0.0003605927,0.004437466,0.0005811249,0.001054402,0.0002092012],"domain_scores_gemma":[0.9850745,0.008385111,0.0008728828,0.001034253,0.004482117,0.0001512027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00120086,0.002228436,0.008917157,0.0003741114,0.0004385518,0.00004683829,0.0001990691,0.0003709596,0.009911331,0.06378397,0.01404753,0.8984812],"study_design_scores_gemma":[0.007372951,0.004571055,0.04623409,0.004969763,0.007864021,0.0009071331,0.005667758,0.02534819,0.00782456,0.1280573,0.7604455,0.0007375943],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8510765,0.01453344,0.03439371,0.08601263,0.007447756,0.002110224,0.0001283143,0.0002649629,0.004032451],"genre_scores_gemma":[0.6822423,0.00394222,0.3081754,0.004107651,0.001338992,0.00001512165,0.00004908912,0.00004457642,0.00008466272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8977436,"threshold_uncertainty_score":0.8418777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3370342596802451,"score_gpt":0.6174828715691121,"score_spread":0.280448611888867,"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."}}