{"id":"W2916902505","doi":"10.1503/cmaj.109-4888","title":"10 health stories that mattered Aug. 18–22","year":2014,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Health Services Management and Policy","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.002228547,0.0004010637,0.0002152458,0.000641512,0.01294318,0.006952597,0.00080654,0.01006893,0.07635433],"category_scores_gemma":[0.008368684,0.0003003193,0.0004063662,0.0004768637,0.00338936,0.00293518,0.002815213,0.008517631,0.01946132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008350837,"about_ca_system_score_gemma":0.007056211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.13974,"about_ca_topic_score_gemma":0.3108752,"domain_scores_codex":[0.9981041,0.0003488602,0.00004708499,0.000117541,0.0006856895,0.0006966025],"domain_scores_gemma":[0.9969864,0.0007007059,0.0001253199,0.0001035844,0.001034084,0.001049948],"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":[0.00001466788,0.000006762508,0.0003883906,0.00001131994,0.000001238522,0.0001656589,0.0009788502,0.000003710018,0.00005281805,0.004402734,0.9894493,0.004524549],"study_design_scores_gemma":[0.000003811928,0.000007788297,0.001694073,0.00005724142,0.000001774887,0.00007626162,0.00237121,0.00001210541,0.00006917618,0.0006217164,0.9950756,0.000009229693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.005771219,0.004929162,0.0001752596,0.6506566,0.02697472,0.00007708718,0.001133517,0.0001915321,0.3100909],"genre_scores_gemma":[0.03708931,0.001430585,0.0001494605,0.282106,0.004947649,0.00005510528,0.0004676758,0.0001484024,0.6736059],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.13974,"threshold_uncertainty_score":0.2778534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05185207599119853,"score_gpt":0.4036888214451083,"score_spread":0.3518367454539098,"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."}}