{"id":"W2333250747","doi":"10.1097/brs.0000000000000543","title":"Clinical Registries and Evidence-Based Care Pathways","year":2014,"lang":"en","type":"article","venue":"Spine","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; MEDLINE; Intensive care medicine","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":[0.1000606,0.000947592,0.001446436,0.01397626,0.001621334,0.009977328,0.005803792,0.003756065,0.02134095],"category_scores_gemma":[0.2725642,0.001138484,0.001719803,0.01736885,0.003710245,0.01236462,0.009309405,0.004504508,0.004959115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006752457,"about_ca_system_score_gemma":0.0399055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008637308,"about_ca_topic_score_gemma":0.007747581,"domain_scores_codex":[0.884249,0.07614899,0.02019688,0.006198708,0.01153342,0.001673026],"domain_scores_gemma":[0.7427394,0.1339399,0.04040056,0.02968251,0.04531053,0.007927014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000270414,0.0001953903,0.02006702,0.008421557,0.0006052307,0.0002664871,0.001293058,0.004262946,0.00008443454,0.3944037,0.1336994,0.4364304],"study_design_scores_gemma":[0.0004401146,0.0002619833,0.009105683,0.0238552,0.0004873575,0.0006817517,0.001535045,0.003797917,0.00044636,0.3138611,0.6453674,0.0001600375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.01155032,0.1385349,0.3420163,0.2280813,0.005808114,0.01006654,0.03482476,0.003122298,0.2259956],"genre_scores_gemma":[0.2213046,0.1550197,0.527508,0.02956218,0.004488313,0.01017712,0.03893067,0.0007381476,0.01227137],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1000606,"threshold_uncertainty_score":0.5291774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5620365773698123,"score_gpt":0.4751231093677662,"score_spread":0.08691346800204602,"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."}}