{"id":"W4387754936","doi":"10.18192/uojm.v13is1.6575","title":"On a Positive Note: Current Genetic Strategies Promises a Revolutionary Transformation for the Future of Medicine","year":2023,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Transformation (genetics); Current (fluid); Engineering ethics; Medicine; Computer science; Traditional medicine; Biology; Engineering; Genetics; Electrical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01620803,0.0007494661,0.001303385,0.000980414,0.004897412,0.01145949,0.002519887,0.01258973,0.02828239],"category_scores_gemma":[0.02665037,0.0002948694,0.000754543,0.0007913068,0.02101988,0.01327154,0.004045858,0.02978317,0.006618976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00542822,"about_ca_system_score_gemma":0.01468755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01305973,"about_ca_topic_score_gemma":0.02633337,"domain_scores_codex":[0.9933844,0.00221344,0.0002510195,0.0007372887,0.002579462,0.0008343869],"domain_scores_gemma":[0.955302,0.02329544,0.001279247,0.002267261,0.01118838,0.00666774],"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":[0.0002903572,0.00009829483,0.001053842,0.0004085584,0.00006338201,0.0006187066,0.001131599,0.0003853134,0.001690731,0.2667672,0.6904769,0.03701518],"study_design_scores_gemma":[0.00008248274,0.00009455981,0.001051219,0.0004860372,0.00005372084,0.0003978399,0.003120258,0.0002703925,0.0008535979,0.1607852,0.8326687,0.0001359366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000591009,0.007324975,0.001062704,0.9740956,0.01026562,0.000005956318,0.0000923142,0.00006159583,0.006500148],"genre_scores_gemma":[0.04399294,0.03299798,0.006178326,0.8669199,0.0286464,0.00005466082,0.0001980342,0.0001923074,0.02081939],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02828239,"threshold_uncertainty_score":0.09461397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02574577777812011,"score_gpt":0.3159820150657467,"score_spread":0.2902362372876266,"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."}}