{"id":"W3105947708","doi":"10.3390/ijerph17228316","title":"Octopus Watch Fosters Family Resilience by Enhancing Occupational Engagement for Children with Spina Bifida and/or Hydrocephalus: Pilot Study","year":2020,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Spinal Dysraphism and Malformations","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spina bifida; Hydrocephalus; octopus (software); Medicine; Psychological resilience; Resilience (materials science); Psychology; Developmental psychology; Pediatrics; Surgery; Physics; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001368185,0.0001108585,0.000201587,0.0001933548,0.000222596,0.00009183543,0.0001873866,0.00001898285,0.00005332545],"category_scores_gemma":[0.0002433119,0.00007851354,0.0000251851,0.0001266609,0.0001623839,0.0004031808,0.0001135758,0.0003335881,0.000002695004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000206205,"about_ca_system_score_gemma":0.0003780441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008597689,"about_ca_topic_score_gemma":0.00002171181,"domain_scores_codex":[0.997733,0.0001130521,0.0004461934,0.0002076334,0.001189963,0.0003101477],"domain_scores_gemma":[0.9988654,0.000149949,0.0001768939,0.00007273382,0.0001113715,0.0006236042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02432594,0.01277895,0.7393539,0.0002923404,0.00168997,0.0001494064,0.01002618,0.00001825043,0.02430915,0.0005096681,0.02105125,0.165495],"study_design_scores_gemma":[0.007476186,0.05301719,0.9224916,0.0001225426,0.00002106393,0.0003579292,0.00858931,0.0001439701,0.0002217273,0.00006608829,0.007348041,0.0001443126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974947,0.0004945225,0.002858193,0.02070935,0.00004542055,0.0007935254,0.0001133691,0.000005614668,0.00003296309],"genre_scores_gemma":[0.9958264,0.001176931,0.0007934103,0.001883774,0.0001723024,0.00002587945,0.00005855437,0.00001179093,0.00005091044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1831378,"threshold_uncertainty_score":0.3201689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1213638148887847,"score_gpt":0.399468977396665,"score_spread":0.2781051625078803,"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."}}