{"id":"W7148540243","doi":"10.18103/mra.v14i3.7370","title":"A qualitative study of parents' experiences with prematurity antenatal consultation","year":2025,"lang":"","type":"article","venue":"Medical Research Archives","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sinai Health System; Mount Sinai Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Thematic analysis; Qualitative research; Exploratory research; Contextualization; Context (archaeology); Grounded theory","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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.004166237,0.0003080475,0.0008058663,0.0009039419,0.0004453738,0.00006181843,0.0006899414,0.0001572988,0.0007200065],"category_scores_gemma":[0.01433457,0.000209473,0.00008378338,0.001430775,0.003986379,0.0001645591,0.0005220418,0.001615755,0.000006280705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005219394,"about_ca_system_score_gemma":0.003368635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002513987,"about_ca_topic_score_gemma":0.000188148,"domain_scores_codex":[0.9887553,0.004113285,0.0009612318,0.000752759,0.004495806,0.0009216247],"domain_scores_gemma":[0.988404,0.009665685,0.0001698807,0.000487673,0.0006886917,0.0005840312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.007111975,0.0009542424,0.0114041,0.001234205,0.0006120233,0.000553142,0.9525177,1.264149e-7,0.0000870263,0.0005071526,0.0003320057,0.02468626],"study_design_scores_gemma":[0.006941018,0.004477433,0.00764296,0.005866076,0.00007197775,0.00001414132,0.971662,0.0005486322,0.001515526,0.0005880665,0.000446723,0.0002254309],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767755,0.001973065,0.0002292538,0.00087296,0.0002445551,0.002409095,0.00005882093,0.00002418975,0.01741254],"genre_scores_gemma":[0.9975586,0.0005715601,0.0002941292,0.00005739319,0.00008039091,0.0005088325,0.00009977119,0.00001499635,0.0008143079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02446083,"threshold_uncertainty_score":0.9987242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05626869275160923,"score_gpt":0.4701365559695976,"score_spread":0.4138678632179884,"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."}}