{"id":"W2236318221","doi":"10.1007/s10040-015-1360-0","title":"Editors’ Message: IAH at sixty","year":2016,"lang":"en","type":"article","venue":"Hydrogeology Journal","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; The Scarborough Hospital","funders":"","keywords":"Hydrogeology; Geology; Geotechnical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006275928,0.0002588299,0.0004951405,0.0002002748,0.002173573,0.00001125288,0.0004931016,0.0007215774,0.01310279],"category_scores_gemma":[0.003920245,0.0001655671,0.000146284,0.000171901,0.0003547681,0.0005603345,0.0004075115,0.00211438,0.009509013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007590758,"about_ca_system_score_gemma":0.001033057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001134294,"about_ca_topic_score_gemma":0.00038916,"domain_scores_codex":[0.9906306,0.005855018,0.001220845,0.000401395,0.0005227164,0.001369488],"domain_scores_gemma":[0.9931033,0.004007741,0.00109315,0.0005534108,0.0004782999,0.000764068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001483765,0.00009588237,0.6625864,0.00005696574,0.00008316708,0.0002314368,0.001209476,4.388532e-7,0.001346746,0.001656712,0.3286558,0.003928645],"study_design_scores_gemma":[0.002245025,0.000196696,0.08012586,0.0002527859,0.00005085071,0.0008432778,0.0004411087,0.000005973524,0.0002540088,0.00878157,0.9065069,0.0002959224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8196787,0.0005759276,0.0005023653,0.1508437,0.01667896,0.0003464267,0.00001868947,0.0001489495,0.01120623],"genre_scores_gemma":[0.9484213,0.0006193017,0.0004128997,0.0152378,0.01917788,0.00005701032,0.000003677621,0.00006012733,0.01600997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5824605,"threshold_uncertainty_score":0.9991255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4152924910635546,"score_gpt":0.5178697400861624,"score_spread":0.1025772490226078,"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."}}