{"id":"W2159769574","doi":"10.1093/deafed/enl032","title":"Parenting a Child With a Cochlear Implant: A Critical Incident Study","year":2007,"lang":"en","type":"article","venue":"The Journal of Deaf Studies and Deaf Education","topic":"Family and Disability Support Research","field":"Psychology","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Developmental psychology; Coping (psychology); Stressor; Feeling; Social support; Social psychology; Clinical psychology","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":[0.002693746,0.0001042376,0.000218674,0.00009766412,0.000374816,0.00003077303,0.0001267846,0.00002895404,0.00004393001],"category_scores_gemma":[0.0005158184,0.00005672605,0.00003572254,0.0001654939,0.0002185441,0.00008897953,0.00006238143,0.0002932414,0.000008171783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000441606,"about_ca_system_score_gemma":0.00008641719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003419857,"about_ca_topic_score_gemma":0.0003866891,"domain_scores_codex":[0.9987198,0.0001909353,0.0003984766,0.0001185149,0.000310264,0.0002620216],"domain_scores_gemma":[0.9982622,0.0009249049,0.0001563831,0.0001810211,0.0003697153,0.0001058032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002603623,0.002948245,0.8094035,0.0001148957,0.0007780243,0.00009556687,0.134907,0.000001541549,0.0000482975,0.002101441,0.006818587,0.0401793],"study_design_scores_gemma":[0.0004012392,0.001089287,0.5733628,0.00006778191,0.0001220975,0.001180558,0.4230104,3.591558e-7,0.00001233329,0.0004084358,0.0002874017,0.00005727524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889944,0.006983715,0.00008982843,0.001868264,0.0005238613,0.0002390486,7.822277e-7,0.000005437667,0.001294733],"genre_scores_gemma":[0.9991091,0.000129162,0.00008622785,0.0002629779,0.000318727,0.000007452405,4.046225e-7,0.000007754526,0.00007818911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2881035,"threshold_uncertainty_score":0.288282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05192881363833594,"score_gpt":0.4465892304193768,"score_spread":0.3946604167810409,"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."}}