{"id":"W4376612290","doi":"10.3390/ijerph20105821","title":"Barriers and Facilitators to Point-of-Care Ultrasound Use in Rural Australia","year":2023,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Flinders University","keywords":"Quality assurance; Health care; Quality (philosophy); Medicine; Nursing; Rural area; Point of care; Telemedicine; Qualitative research; Medical education; Business; Political science","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":[0.006188299,0.0001908319,0.0004120503,0.000680832,0.001649689,0.00130613,0.0008591871,0.0006296635,0.001745503],"category_scores_gemma":[0.03342328,0.0004225375,0.0001988141,0.0007429282,0.001777387,0.0008932856,0.002543866,0.0008060087,0.0001563871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001877199,"about_ca_system_score_gemma":0.007338338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04902376,"about_ca_topic_score_gemma":0.04330635,"domain_scores_codex":[0.9903898,0.00608388,0.0005986682,0.000465498,0.001460515,0.001001562],"domain_scores_gemma":[0.9780593,0.01327737,0.003821225,0.0004078343,0.00230529,0.002128931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001878386,0.0005524312,0.3206698,0.00199081,0.00006230867,0.004906173,0.5639583,0.0004380166,0.0048423,0.002180129,0.00151225,0.09869964],"study_design_scores_gemma":[0.00003591731,0.001105707,0.3413872,0.001967235,0.00006854314,0.003258553,0.6276081,0.001841557,0.000984216,0.001536419,0.02010997,0.00009670485],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994059,0.000627621,0.0006753458,0.00249634,0.0000126713,0.00013227,0.00002037981,0.000009256615,0.001967107],"genre_scores_gemma":[0.9975808,0.0007245282,0.0008127256,0.0002594782,0.000007232854,0.00008196066,0.000007785196,0.000003828105,0.0005215399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04902376,"threshold_uncertainty_score":0.09747678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1319959824272869,"score_gpt":0.4623664541336808,"score_spread":0.3303704717063939,"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."}}