{"id":"W2615771473","doi":"10.1080/00140139.2017.1330967","title":"Human factors considerations in designing for infection prevention and control in neonatal care – findings from a pre-design inquiry","year":2017,"lang":"en","type":"article","venue":"Ergonomics","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Carleton University","funders":"","keywords":"Thematic analysis; CLARITY; Workload; Neonatal intensive care unit; Health care; Nursing; Medicine; Unit (ring theory); Infection control; Qualitative research; Psychology; Computer science; 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":[0.1251154,0.0004423667,0.0006805956,0.001346429,0.005831534,0.006045826,0.001838162,0.001676908,0.002205159],"category_scores_gemma":[0.09580035,0.0007214562,0.0005503758,0.001214958,0.009100908,0.003913612,0.004146198,0.002496849,0.000317915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008983883,"about_ca_system_score_gemma":0.01819703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003903709,"about_ca_topic_score_gemma":0.004784806,"domain_scores_codex":[0.8283293,0.1576564,0.003562012,0.001563478,0.006299085,0.002589679],"domain_scores_gemma":[0.8214691,0.1547552,0.004442134,0.003721488,0.01169702,0.003914917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009507437,0.0002084212,0.01101852,0.00258453,0.00002979578,0.0009637143,0.9195727,0.0006142009,0.001641458,0.007882816,0.001766507,0.05362221],"study_design_scores_gemma":[0.00005113052,0.0008220017,0.008282348,0.003294818,0.00005170926,0.001016323,0.9097616,0.0008680032,0.002463775,0.009284878,0.06403244,0.00007102203],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7801351,0.006742207,0.1359658,0.02849082,0.0005030116,0.008235343,0.0001943669,0.0002478656,0.03948545],"genre_scores_gemma":[0.9308165,0.001985448,0.05998949,0.002185512,0.00003452403,0.002394955,0.00003219326,0.00005025737,0.002511109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1251154,"threshold_uncertainty_score":0.6616814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07762685773681552,"score_gpt":0.36497793718965,"score_spread":0.2873510794528346,"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."}}