{"id":"W4401214894","doi":"10.1186/s40359-024-01916-1","title":"How to build resiliency in autistic individuals: an implication to advance mental health","year":2024,"lang":"en","type":"article","venue":"BMC Psychology","topic":"Family and Disability Support Research","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University; Dalhousie University","funders":"Dalhousie University","keywords":"Thematic analysis; Psychology; Mental health; Autism; Coping (psychology); Developmental psychology; Perspective (graphical); Applied psychology; Clinical psychology; Qualitative research; Psychotherapist; Computer 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":[0.004197316,0.0003452224,0.0003262849,0.0008297865,0.005173284,0.003301181,0.001023372,0.001849105,0.003296724],"category_scores_gemma":[0.008737175,0.0001748954,0.0005531379,0.000519675,0.007293202,0.002826524,0.005093744,0.003273566,0.0003442109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00493683,"about_ca_system_score_gemma":0.01800203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02127444,"about_ca_topic_score_gemma":0.06651147,"domain_scores_codex":[0.9980273,0.001190788,0.00005488047,0.00009802479,0.0002108562,0.0004182112],"domain_scores_gemma":[0.9946862,0.002127881,0.000398799,0.0001991942,0.0004543938,0.00213352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000122229,0.000850558,0.06570329,0.002374069,0.0001145736,0.003491885,0.3532112,0.0004235703,0.002089095,0.02397103,0.05199999,0.4956486],"study_design_scores_gemma":[0.00005711312,0.0004230408,0.09792033,0.006771565,0.0001083039,0.003407619,0.6632478,0.0003801528,0.0008794473,0.04099533,0.1856765,0.0001328304],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4844277,0.02679731,0.005324797,0.4283688,0.001777607,0.0002482697,0.0001009054,0.0002141502,0.05274048],"genre_scores_gemma":[0.9527492,0.01734277,0.01384758,0.01203858,0.0001890679,0.0002347217,0.00005071365,0.00002345229,0.003523975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02127444,"threshold_uncertainty_score":0.04230124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07098960996444634,"score_gpt":0.4846054468105994,"score_spread":0.413615836846153,"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."}}