{"id":"W2886179700","doi":"10.14740/cr755w","title":"A Community Level Sample Survey to Determine CurrentUnderstanding About Medical Recycling of Cardiovascular ImplantableElectronic Devices","year":2018,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Popularity; Health care; Medicine; Population; Family medicine; Sample (material); Donation; Questionnaire; Environmental health; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01380277,0.0001454966,0.0008547608,0.0003107061,0.0004071096,0.00001075165,0.000371192,0.0001938185,0.00009482997],"category_scores_gemma":[0.00206305,0.0001286169,0.00018961,0.0005155574,0.0005717373,0.00003724496,0.0005981599,0.001027532,0.00006937682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004193558,"about_ca_system_score_gemma":0.0002619386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006863813,"about_ca_topic_score_gemma":0.001763226,"domain_scores_codex":[0.9946619,0.00276877,0.0003972394,0.0003405382,0.0009562714,0.0008752284],"domain_scores_gemma":[0.9972981,0.001172555,0.00003565482,0.0008460943,0.000216586,0.0004309729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001355599,0.0002281877,0.7637686,0.001219116,0.003483368,0.0002201311,0.001612058,0.0000768346,0.001132202,0.0001388019,0.008583822,0.2181813],"study_design_scores_gemma":[0.002256612,0.004254703,0.9039469,0.0006702313,0.0002239913,0.0004140244,0.003104527,0.0003243688,0.001739887,0.0001988861,0.08251106,0.0003548349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865436,0.002018566,0.007225939,0.0004568003,0.0001838408,0.0006170522,0.00007391997,0.00002266819,0.002857643],"genre_scores_gemma":[0.9980541,0.0009423247,0.0002282828,0.0001989443,0.0003225789,0.0000360951,0.0001162706,0.00002384143,0.0000776028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2178265,"threshold_uncertainty_score":0.9997495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5059671830495318,"score_gpt":0.4829721741401852,"score_spread":0.02299500890934658,"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."}}