{"id":"W2083530182","doi":"10.1016/j.midw.2014.06.007","title":"Introducing video recording in primary care midwifery for research purposes: Procedure, dataset, and use","year":2014,"lang":"en","type":"article","venue":"Midwifery","topic":"Focus Groups and Qualitative Methods","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"Academie Verloskunde Amsterdam Groningen","keywords":"Intrusiveness; Data collection; Coding (social sciences); Video recording; Psychology; Medicine; Nursing; Medical education; Computer science; Multimedia; Social psychology","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":[0.03154724,0.0008240039,0.0007835545,0.005835804,0.004012595,0.002121642,0.002987122,0.002057464,0.01718072],"category_scores_gemma":[0.141629,0.001132052,0.001085783,0.004709668,0.001908418,0.00122082,0.003102306,0.002296216,0.004456834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006934415,"about_ca_system_score_gemma":0.01676433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0447892,"about_ca_topic_score_gemma":0.07126486,"domain_scores_codex":[0.9665119,0.0168766,0.004760889,0.00331045,0.006516126,0.002024045],"domain_scores_gemma":[0.8786166,0.04720122,0.009231562,0.02061947,0.04151881,0.002812334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.005085062,0.005475052,0.1942108,0.01220503,0.0002830464,0.001266937,0.0800906,0.002493379,0.02784144,0.01933855,0.1987274,0.4529828],"study_design_scores_gemma":[0.00257443,0.002224552,0.3993562,0.006162832,0.0003628531,0.0005725371,0.02614148,0.004461322,0.02320701,0.007774106,0.5267071,0.0004555399],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.2692524,0.0006981543,0.08479703,0.002518399,0.0007711821,0.3976437,0.2054898,0.001950703,0.03687862],"genre_scores_gemma":[0.1001853,0.0004144784,0.1155097,0.001035206,0.0001907213,0.7271945,0.04833861,0.0003535926,0.006777838],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0447892,"threshold_uncertainty_score":0.1668398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1839333332665554,"score_gpt":0.4701293622301655,"score_spread":0.2861960289636101,"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."}}