{"id":"W4401421659","doi":"10.1097/htr.0000000000000994","title":"Community Integration Challenges of Men and Women After Traumatic Brain Injury: A Reflexive Thematic Analysis of Lived Experiences Through a Gender Lens","year":2024,"lang":"en","type":"article","venue":"Journal of Head Trauma Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute","funders":"","keywords":"Shame; Thematic analysis; Qualitative research; Psychology; Community integration; Reflexivity; Nonprobability sampling; Gerontology; Clinical psychology; Medicine; Developmental psychology; Social psychology; Physical therapy; Population; Sociology","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":[0.003644485,0.0001834023,0.0009764145,0.0009952894,0.00005449522,0.00002973295,0.0001331995,0.0001172447,0.000158697],"category_scores_gemma":[0.00149611,0.0001305005,0.0003128783,0.0009019668,0.0004516093,0.0005420583,0.00002723691,0.0005107031,0.000001147948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002342678,"about_ca_system_score_gemma":0.0001354933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005843212,"about_ca_topic_score_gemma":0.00004246357,"domain_scores_codex":[0.9964993,0.00101523,0.001352343,0.0001752677,0.0007497266,0.0002081208],"domain_scores_gemma":[0.9954818,0.003169761,0.0004306187,0.0003210027,0.0004998683,0.00009695628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001446591,0.0006708399,0.0006245152,0.004027579,0.001912787,0.000005967157,0.9448304,0.000007102484,0.004311077,0.0007624215,0.00009146652,0.04130927],"study_design_scores_gemma":[0.001016673,0.007119193,0.2099281,0.002287295,0.0008946185,0.00004345057,0.7661408,0.002439664,0.001032712,0.008954225,0.00001568957,0.0001275764],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928167,0.00215597,0.0006783128,0.003055653,0.0000477402,0.0004988696,0.00001083628,0.00001633891,0.0007196176],"genre_scores_gemma":[0.9929948,0.0001608873,0.006638845,0.00003750809,0.00002843282,0.00009950392,0.000003756711,0.00001943833,0.00001684712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2093036,"threshold_uncertainty_score":0.5321656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1801420243844403,"score_gpt":0.4382771356827615,"score_spread":0.2581351112983212,"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."}}