{"id":"W6939673608","doi":"10.6084/m9.figshare.16994240","title":"Additional file 1 of Improved preventive care clinical decision-making efficiency: leveraging a point-of-care clinical decision support system","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Preventive care; Decision support system; Clinical decision support system; Preventive maintenance; MEDLINE; Health care","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007519447,0.0009815688,0.001282999,0.001729502,0.001394189,0.002379431,0.002133758,0.001545624,0.9214572],"category_scores_gemma":[0.12046,0.0006200605,0.001157712,0.00256132,0.0003511685,0.002581862,0.001788116,0.001458824,0.241896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001586063,"about_ca_system_score_gemma":0.003233047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00457833,"about_ca_topic_score_gemma":0.006667731,"domain_scores_codex":[0.9968114,0.00157971,0.0004428236,0.0004144403,0.0005001631,0.0002513252],"domain_scores_gemma":[0.8577379,0.1223918,0.00341142,0.004397365,0.00939034,0.002671239],"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":[0.0008626779,0.0001924408,0.001058088,0.001674975,0.00002489753,0.0000300386,0.0001141924,0.0002533142,0.00003662559,0.0008150513,0.9772603,0.01767753],"study_design_scores_gemma":[0.02384033,0.001397306,0.02444206,0.006638775,0.0003534735,0.0004602831,0.001328306,0.005952165,0.001505287,0.03107787,0.9026388,0.0003652138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007768351,0.00005089762,0.001831663,0.001307219,0.0001877439,0.002099706,0.9838865,0.001061064,0.008798226],"genre_scores_gemma":[0.07540198,0.0006187715,0.04826462,0.006250483,0.001271472,0.06995416,0.7058458,0.004740429,0.08765225],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9214572,"threshold_uncertainty_score":0.1120318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03661142306253171,"score_gpt":0.3784365505331438,"score_spread":0.3418251274706121,"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."}}