{"id":"W2119738435","doi":"10.1177/1049732302239598","title":"Turning Points and Protective Processes in the Lives of People With Chronic Disabilities","year":2003,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Resilience and Mental Health","field":"Psychology","cited_by":155,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thames Valley Children's Centre","funders":"","keywords":"Meaning (existential); Psychology; Qualitative research; Psychological resilience; Meaning-making; Turning point; Social psychology; Psychology of self; Developmental psychology; Psychotherapist; Sociology; Aesthetics","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":[0.00911433,0.00009891205,0.0002431767,0.0001723985,0.0002686896,0.00001673803,0.0001451228,0.00003521289,0.00007670007],"category_scores_gemma":[0.001677619,0.00005961376,0.0000123457,0.0009697764,0.0007374281,0.0001156799,0.00002060054,0.0005214798,0.00001531118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000209755,"about_ca_system_score_gemma":0.00115907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005123001,"about_ca_topic_score_gemma":0.005947508,"domain_scores_codex":[0.9908541,0.007330891,0.0003138615,0.0003224157,0.0005382015,0.0006405402],"domain_scores_gemma":[0.994215,0.005150775,0.0001046361,0.0002116607,0.0002184077,0.00009957512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002335686,0.0002342114,0.01130482,0.00183627,0.000008684964,0.000001644332,0.9637622,7.017817e-7,0.000007988826,0.01972225,0.00007943277,0.002808244],"study_design_scores_gemma":[0.0005966547,0.003954106,0.04312191,0.0003094937,7.869057e-7,0.00001555594,0.9428149,0.00000166795,0.0001215554,0.008760804,0.0002383441,0.00006425471],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859997,0.003593956,0.00006994048,0.001947537,0.00001937804,0.002002273,0.00001319074,0.000007042336,0.006346982],"genre_scores_gemma":[0.998356,0.0001691293,0.0002383382,0.0001184318,0.00001556618,0.0008003984,0.000002923308,0.00001064481,0.0002885594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03181709,"threshold_uncertainty_score":0.7744479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.251772487026445,"score_gpt":0.5917000602663716,"score_spread":0.3399275732399266,"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."}}