{"id":"W4400453037","doi":"10.1136/bmjebm-2024-sdc.18","title":"018 A conceptual framework for predictive algorithm impact studies with focus on shared decision making","year":2024,"lang":"en","type":"article","venue":"","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Computer science; Focus (optics)","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":[],"consensus_categories":[],"category_scores_codex":[0.1700752,0.002265275,0.001371892,0.01545269,0.005034391,0.02093903,0.006839667,0.006273415,0.01166726],"category_scores_gemma":[0.11936,0.001128797,0.004140713,0.01056384,0.03638479,0.02432578,0.01055581,0.006515118,0.001375294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02542936,"about_ca_system_score_gemma":0.03385691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006904714,"about_ca_topic_score_gemma":0.003610417,"domain_scores_codex":[0.8291005,0.1420519,0.008406106,0.006252144,0.01146965,0.002719525],"domain_scores_gemma":[0.7834842,0.173842,0.01002923,0.007914279,0.02084428,0.003885878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002568929,0.00005172417,0.0008189133,0.0008741925,0.00005549172,0.00005394742,0.005265363,0.001676974,0.00007235242,0.9715438,0.002257043,0.01730438],"study_design_scores_gemma":[0.00008994797,0.0001443344,0.001256316,0.004222378,0.0001225795,0.0001314969,0.01004246,0.008061028,0.000373555,0.9047951,0.07070448,0.00005636068],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01201622,0.005994127,0.746931,0.06973511,0.0006652359,0.007361163,0.001379633,0.0004398409,0.1554777],"genre_scores_gemma":[0.3193918,0.002610896,0.6560639,0.004637996,0.0003551054,0.01267799,0.0007899189,0.0001479254,0.003324427],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1700752,"threshold_uncertainty_score":0.8994544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09107793856693377,"score_gpt":0.3778466846046812,"score_spread":0.2867687460377474,"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."}}