{"id":"W2330153610","doi":"10.5455/aim.2016.24.149-149","title":"The Most Influential Scientist in the Development of Medical informatics (11): David B. Shires","year":2016,"lang":"en","type":"review","venue":"Acta Informatica Medica","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008311698,0.00122832,0.001442183,0.004300578,0.002076822,0.007259293,0.001454262,0.003956807,0.01431022],"category_scores_gemma":[0.02128828,0.0006119258,0.000689955,0.002718134,0.002634453,0.00549569,0.002655002,0.009524851,0.01180878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005319073,"about_ca_system_score_gemma":0.007661157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005974349,"about_ca_topic_score_gemma":0.007868294,"domain_scores_codex":[0.9918132,0.001696219,0.0007222881,0.001142344,0.004136708,0.0004891971],"domain_scores_gemma":[0.9793141,0.003897475,0.0007350002,0.0004268425,0.007568754,0.008057864],"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":[0.00001418047,0.00002448883,0.0003028372,0.0001370843,0.000008558293,0.0000514961,0.0002151047,0.00002717025,0.00006386559,0.002619603,0.9366058,0.05992975],"study_design_scores_gemma":[0.00001212103,0.00002820901,0.0004022432,0.0004981799,0.000006201569,0.0003722424,0.0002476303,0.0000566238,0.0001047336,0.001902917,0.9963458,0.00002299847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001031019,0.2331389,0.005795082,0.6229843,0.1087825,0.00007417145,0.0004169509,0.0004957378,0.02728117],"genre_scores_gemma":[0.02032675,0.3599475,0.01491297,0.3413526,0.09307408,0.0002233029,0.0006657133,0.0006381268,0.1688589],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01431022,"threshold_uncertainty_score":0.04787242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2039261720259889,"score_gpt":0.4987868621773892,"score_spread":0.2948606901514003,"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."}}