{"id":"W7115811059","doi":"","title":"Informatics Competencies for Service Innovation in Paramedicine","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service (business); Software deployment; Service delivery framework; Informatics; Health informatics; Health care; Phase (matter); Information technology; Information system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.003231099,0.0001983468,0.0002116721,0.001569311,0.002329391,0.004333522,0.0005516507,0.0007751416,0.008250358],"category_scores_gemma":[0.01444857,0.000189048,0.0004543542,0.001538131,0.002846776,0.001856787,0.004211608,0.00150465,0.0006237851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01288863,"about_ca_system_score_gemma":0.06229945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09289218,"about_ca_topic_score_gemma":0.1667339,"domain_scores_codex":[0.9971691,0.001066834,0.0001593976,0.0001589613,0.0007901503,0.0006556326],"domain_scores_gemma":[0.9890503,0.005129228,0.001327375,0.0004800961,0.001463509,0.002549549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008464557,0.001032412,0.34022,0.001705021,0.00007181447,0.00090161,0.08069527,0.003691859,0.002082209,0.2392991,0.01793161,0.3122844],"study_design_scores_gemma":[0.00006201774,0.0002922185,0.5968172,0.002890958,0.0000758055,0.0009987616,0.1112946,0.00784844,0.002598322,0.06369678,0.2133247,0.0001000561],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6971897,0.00108928,0.01159285,0.01377937,0.00009759549,0.0008580352,0.000596126,0.0001163937,0.2746807],"genre_scores_gemma":[0.9859137,0.0006394013,0.009951791,0.000363941,0.00001039605,0.0001780678,0.0001694875,0.000007180876,0.002766156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09289218,"threshold_uncertainty_score":0.1847029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05766481475381398,"score_gpt":0.3598525386962761,"score_spread":0.3021877239424621,"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."}}