{"id":"W4389430643","doi":"10.22374/cjmrp.v22i2.14","title":"Results from a Piloted Point of Care Ultrasound Course for Ontario Primary Maternity Care Providers / Résultats d’un cours pilote sur l’échographie au point de service Cours sur l’échographie à l’intention des fournisseurs de soins primaires de maternité de l’Ontario","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Midwifery Research and Practice","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of British Columbia","funders":"McMaster University","keywords":"Practicum; Curriculum; Likert scale; Medicine; Medical education; Data collection; Psychological intervention; Presentation (obstetrics); Nursing; Psychology; Obstetrics; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.007682589,0.0003764239,0.0004220029,0.0005482942,0.00201282,0.001064483,0.0008582167,0.0006988582,0.006861406],"category_scores_gemma":[0.01983967,0.00043897,0.0004411993,0.0005873725,0.0009674204,0.0007045164,0.001130138,0.000911342,0.001033131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01230285,"about_ca_system_score_gemma":0.02346549,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2595612,"about_ca_topic_score_gemma":0.4041689,"domain_scores_codex":[0.995924,0.001112433,0.0002131999,0.000338509,0.001280959,0.001130946],"domain_scores_gemma":[0.9822996,0.004811457,0.001132298,0.0006174755,0.007104041,0.004035053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004844043,0.04086251,0.2722085,0.003134625,0.0001710738,0.004089865,0.1914493,0.002748489,0.01413816,0.0007648625,0.05171584,0.4138727],"study_design_scores_gemma":[0.001113214,0.01653986,0.8753727,0.001030097,0.000128813,0.0002684422,0.05569616,0.001256275,0.004957815,0.000260745,0.04320603,0.0001698837],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889221,0.00008500586,0.0005386794,0.001153291,0.00003238154,0.002270044,0.0006036547,0.00006278481,0.00633198],"genre_scores_gemma":[0.9798834,0.000417984,0.004031582,0.000846707,0.00003529669,0.002342369,0.000869476,0.00004392556,0.01152943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7404388,"threshold_uncertainty_score":0.5161006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09387878284369529,"score_gpt":0.3636109990513294,"score_spread":0.2697322162076342,"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."}}