{"id":"W2988340905","doi":"10.1007/s00381-019-04400-z","title":"Safety and efficacy of independent allied healthcare professionals in the assessment and management of plagiocephaly patients","year":2019,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Craniofacial Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Plagiocephaly; Neurosurgery; Health professionals; Health care; Nursing; Family medicine; Surgery; Craniosynostosis","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":[0.0001432455,0.00009691391,0.0001777948,0.00002360738,0.00004032818,0.000005136128,0.00008583557,0.00006461909,0.000001562147],"category_scores_gemma":[0.00000143584,0.00006598634,0.00003228016,0.00004107896,0.0000214698,0.000002132435,0.00008362549,0.00004438329,5.950402e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001427595,"about_ca_system_score_gemma":0.00001515407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005787592,"about_ca_topic_score_gemma":0.00003169288,"domain_scores_codex":[0.9992074,0.00008217082,0.0002467739,0.0002001148,0.0001593756,0.0001041963],"domain_scores_gemma":[0.9996219,0.000009804688,0.0001158173,0.0001982118,0.0000285999,0.00002570212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004092959,0.001038076,0.9807649,0.002288277,0.0003078475,0.000006226468,0.000946605,0.00002859493,0.000601953,0.004901403,0.00006228968,0.008644544],"study_design_scores_gemma":[0.002705849,0.0002503482,0.9947268,0.00029206,0.0000203888,0.000002824745,0.001567001,0.000009322299,0.0001563046,0.00000494419,0.0001962677,0.00006791842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964627,0.0006732024,0.000009666568,0.0001284382,0.00005858066,0.0009448086,0.00003424183,0.00000207035,0.001686275],"genre_scores_gemma":[0.999554,0.0002200076,0.00002931899,0.00004821828,0.000007129212,0.0000155642,0.00008004851,0.000007345428,0.00003832208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01396188,"threshold_uncertainty_score":0.2690845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004976530072031363,"score_gpt":0.2626459910114743,"score_spread":0.257669460939443,"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."}}