{"id":"W2140390673","doi":"10.12968/bjom.2012.20.4.279","title":"Underpinning safety: Communication habits and situation awareness","year":2012,"lang":"en","type":"article","venue":"British Journal of Midwifery","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Underpinning; Observational study; Safety culture; Patient safety; Psychology; Quality (philosophy); Unit (ring theory); Applied psychology; Work (physics); Health care; Nursing; Medicine; Engineering; Political science; Management","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":[],"consensus_categories":[],"category_scores_codex":[0.002061277,0.0000694412,0.0001994942,0.00009170875,0.00072872,0.000003203482,0.0001284746,0.0001281895,0.0001230065],"category_scores_gemma":[0.0007657151,0.00007779634,0.00004106365,0.0001181739,0.00006846722,0.0006222401,0.00006101677,0.0005665969,0.00002440078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001000165,"about_ca_system_score_gemma":0.0002104219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006505388,"about_ca_topic_score_gemma":0.00005925913,"domain_scores_codex":[0.9981509,0.0006013028,0.0006701197,0.0000642001,0.0002604417,0.0002530146],"domain_scores_gemma":[0.9981885,0.0004704872,0.0007377963,0.0001229293,0.0002724862,0.0002077992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002607214,0.0003763759,0.8348683,0.0003683536,0.0001251807,0.00001644462,0.01531363,0.0001218453,0.0005332549,0.002632573,0.02064697,0.1247363],"study_design_scores_gemma":[0.001179878,0.00003401101,0.9414944,0.001788013,0.00004460213,0.000301589,0.003197995,0.00004842252,0.00002657535,0.0004233246,0.05134946,0.0001117282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959504,0.01253608,0.02027766,0.003347947,0.001124159,0.0002488263,0.00001038342,0.00002816141,0.002922793],"genre_scores_gemma":[0.9929591,0.004409935,0.001153061,0.0008414117,0.0003293007,0.000006810007,0.00002484784,0.00001253714,0.000262928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1246246,"threshold_uncertainty_score":0.5604799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0793698999847515,"score_gpt":0.3980036406855164,"score_spread":0.3186337407007649,"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."}}