{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006539193,0.0003865672,0.0007361335,0.0009443256,0.0008738021,0.0003398203,0.0005819583,0.0003746773,0.00007027085],"category_scores_gemma":[0.01133112,0.0003796505,0.00031383,0.001073235,0.000937066,0.0008522943,0.00006016241,0.002013303,0.000006600079],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003708733,"about_ca_system_score_gemma":0.02872051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8252891,"about_ca_topic_score_gemma":0.9631475,"domain_scores_codex":[0.9948009,0.0008783708,0.001211667,0.0005638959,0.0008862081,0.001659014],"domain_scores_gemma":[0.9806916,0.009821544,0.0008094436,0.0006059508,0.005454822,0.002616621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01749089,0.0006346382,0.8943536,0.001165499,0.001196247,0.0009570576,0.06029452,0.0001162496,0.01723215,0.00003408056,0.005087646,0.001437429],"study_design_scores_gemma":[0.005283794,0.002660859,0.934047,0.001234758,0.0008388092,0.001864667,0.04426792,0.00002292346,0.002055887,0.003097495,0.004284312,0.0003416005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861727,0.0008806497,0.000211812,0.009555726,0.0001423684,0.001282472,0.001205423,0.00004416025,0.0005046647],"genre_scores_gemma":[0.9888985,0.0009687642,0.00809552,0.0008277151,0.0002028064,0.00008540479,0.0005550187,0.00009416109,0.0002721749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1378585,"threshold_uncertainty_score":0.9998655,"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."}}