{"id":"W4220742945","doi":"10.1177/10443894221081609","title":"Lifespan Navigation-Building Framework for Children/Youth With Neurodisability and Their Families","year":2022,"lang":"en","type":"article","venue":"Families in Society The Journal of Contemporary Social Services","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Alberta Health Services; McGill University; University of Calgary","funders":"Kids Brain Health Network; Azrieli Foundation","keywords":"Conceptualization; Public relations; Thematic analysis; Citizen journalism; Government (linguistics); Service (business); Empirical research; Qualitative research; Participatory action research; Knowledge management; Sociology; Political science; Business; Computer science; Marketing; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003170417,0.0001890908,0.000432398,0.00004367906,0.003052781,0.00001299622,0.0008045789,0.0001808984,0.00001202973],"category_scores_gemma":[0.00008843312,0.0001247351,0.0001692584,0.0003744219,0.0006264606,0.0002160017,0.0005096694,0.001864431,2.266912e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001756929,"about_ca_system_score_gemma":0.0003180901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004151606,"about_ca_topic_score_gemma":0.0000922357,"domain_scores_codex":[0.9971901,0.001382011,0.0007408131,0.0001765334,0.0002522436,0.0002582536],"domain_scores_gemma":[0.9956969,0.002652517,0.001003238,0.0003468922,0.0002539041,0.00004651867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005461531,0.0001455513,0.8115054,0.000199604,0.0001601946,2.406381e-7,0.1836806,0.00002624695,0.00007844207,0.002175675,0.0005103569,0.000971577],"study_design_scores_gemma":[0.001047798,0.0002263289,0.3418808,0.0001444603,0.00003592659,0.000003042978,0.6440093,0.00008195799,0.00001374677,0.009808123,0.002612996,0.0001354852],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897935,0.0015852,0.001122685,0.005929447,0.0002309212,0.0008913283,0.0001906966,0.00004997087,0.0002062963],"genre_scores_gemma":[0.995408,0.0003060014,0.001357948,0.002596317,0.0001678036,0.00009652958,0.00003151739,0.00002210312,0.00001379173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4696245,"threshold_uncertainty_score":0.9982451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04449000543018561,"score_gpt":0.36363106321799,"score_spread":0.3191410577878044,"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."}}