{"id":"W4416918760","doi":"10.3390/healthcare13233133","title":"Wartime Experiences of Single Parents by Choice","year":2025,"lang":"en","type":"article","venue":"Healthcare","topic":"Family Support in Illness","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Thematic analysis; Psychological resilience; Stressor; Politics; Coping (psychology); Qualitative research; Perception","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":[],"consensus_categories":[],"category_scores_codex":[0.0002565622,0.00007054516,0.0001544987,0.00005223235,0.0003184777,0.00002063429,0.0002719268,0.00009799145,0.0001598809],"category_scores_gemma":[0.0002943333,0.00007138797,0.00003694729,0.0004436013,0.0002550639,0.0001203737,0.0000394548,0.0000728626,0.00001507199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001046307,"about_ca_system_score_gemma":0.0003167405,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0151127,"about_ca_topic_score_gemma":0.002248124,"domain_scores_codex":[0.9987682,0.0001647115,0.0002410187,0.000192652,0.0003229653,0.0003104331],"domain_scores_gemma":[0.9993522,0.0001545567,0.0000825066,0.0001795363,0.0001267031,0.0001045676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002116287,0.0002633933,0.5462695,0.0002678267,0.00001873041,0.000003050119,0.3316189,0.000001087232,0.0007070063,0.009969532,0.07447792,0.03638188],"study_design_scores_gemma":[0.0002822836,0.00009481209,0.01348398,0.0002277484,0.000008578046,1.471918e-7,0.5690563,0.000008264829,0.00557055,0.001438466,0.4095878,0.0002410627],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665893,0.001172333,0.00002264016,0.004914239,0.001175527,0.0002211141,0.00001525307,0.00007089354,0.0258187],"genre_scores_gemma":[0.9963985,0.00004256003,0.00005858649,0.0009072758,0.00004982506,0.00004825617,0.000007798623,0.000004756776,0.002482454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5327855,"threshold_uncertainty_score":0.9914457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03971980142428719,"score_gpt":0.3663401324219275,"score_spread":0.3266203309976403,"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."}}