{"id":"W4393265724","doi":"10.1186/s12889-024-18463-4","title":"Connecting families: a qualitative study examining the experiences of parenting young children under financial strain in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Family Support in Illness","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; University of Waterloo; Queen's University","funders":"Southeastern Ontario Academic Medical Organization","keywords":"Qualitative research; Poverty; Thematic analysis; Focus group; Biostatistics; Context (archaeology); Developmental psychology; Unit (ring theory); Medicine; Mental health; Psychology; Public health; Psychiatry; Nursing; Economic growth; Sociology; Social science","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":[0.004602404,0.000598749,0.0009482675,0.001837716,0.03285975,0.004210505,0.002417607,0.001231091,0.004084796],"category_scores_gemma":[0.008611313,0.0006452595,0.0004518448,0.004031821,0.009295945,0.00198564,0.003979759,0.001906716,0.0002195905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07902045,"about_ca_system_score_gemma":0.09707715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.961265,"about_ca_topic_score_gemma":0.9828704,"domain_scores_codex":[0.9956454,0.001740852,0.0001834362,0.0003675597,0.0006302172,0.001432491],"domain_scores_gemma":[0.991484,0.003332761,0.0008024806,0.0001855646,0.001874321,0.002320782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002556568,0.00001495663,0.006730007,0.0001337166,0.000004133308,0.001485404,0.9876226,0.00003942385,0.0002796528,0.0003573053,0.0007020796,0.002605188],"study_design_scores_gemma":[0.000001964444,0.00001673825,0.006249802,0.0001453962,0.000003831886,0.0001458795,0.9862645,0.00002562398,0.00005013861,0.00004861519,0.007036244,0.00001109409],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855999,0.001750358,0.0006541251,0.002146944,0.00007027164,0.0003438556,0.0005869755,0.00001902962,0.008828626],"genre_scores_gemma":[0.9917367,0.001922417,0.0007103713,0.0007398322,0.00001209934,0.0002710028,0.000158643,0.00002825759,0.004420653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07902045,"threshold_uncertainty_score":0.5733361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1019605996373939,"score_gpt":0.3742780360592131,"score_spread":0.2723174364218192,"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."}}