{"id":"W4366332253","doi":"10.1212/wnl.0000000000207265","title":"Child Neurology: Cortical Malformations in Preterm Infants","year":2023,"lang":"en","type":"article","venue":"Neurology","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia; Hospital for Sick Children","funders":"Cerebral Palsy Alliance; Fondation Brain Canada","keywords":"Neuroimaging; Medicine; Magnetic resonance imaging; Cerebral palsy; Pediatrics; Neurology; Neuroradiology; Neuroscience; Psychology; Radiology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002830394,0.0003100153,0.0002881814,0.001158467,0.0006433176,0.0004159146,0.0003173696,0.0003890497,0.001155575],"category_scores_gemma":[0.002004743,0.0001134264,0.0001636235,0.0008380764,0.0003872874,0.0002804063,0.0005474894,0.0003593885,0.0001909655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005069093,"about_ca_system_score_gemma":0.0008480004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006205348,"about_ca_topic_score_gemma":0.008341259,"domain_scores_codex":[0.9998074,0.00002977445,0.00002575889,0.00003498446,0.00004759833,0.00005455655],"domain_scores_gemma":[0.9995302,0.0001072255,0.0002026069,0.00002661774,0.00005877004,0.00007465487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001810761,0.00008428567,0.8747098,0.0001593032,0.00003617756,0.09799223,0.001070328,0.0001277861,0.00557708,0.0001719941,0.0005141028,0.01937582],"study_design_scores_gemma":[0.00000607649,0.0001460158,0.808911,0.00006139525,0.00002978352,0.1871768,0.0004621145,0.0000857473,0.002007748,0.0001391211,0.0009652636,0.000008982551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964961,0.001134596,0.000178827,0.00006985995,0.000007018406,0.00001233779,0.0001984398,0.0000185138,0.001884303],"genre_scores_gemma":[0.9984558,0.0006293998,0.0003437231,0.00006289018,0.00001067751,0.00001142002,0.0001712507,0.000005965312,0.0003088754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006205348,"threshold_uncertainty_score":0.01233846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01722570039368205,"score_gpt":0.2638352483754007,"score_spread":0.2466095479817186,"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."}}