{"id":"W3016439968","doi":"10.1177/0309364620909276","title":"A custom, functional and lifelike passive prosthetic hand for infants and small toddlers","year":2020,"lang":"en","type":"article","venue":"Prosthetics and Orthotics International","topic":"Congenital limb and hand anomalies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Holland Bloorview Kids Rehabilitation Hospital","funders":"","keywords":"Computer science; Artificial limbs; Physical medicine and rehabilitation; Human–computer interaction; Medicine; Prosthesis; Artificial intelligence","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":[0.00005552313,0.0001343996,0.0001065773,0.00002799123,0.0001253062,0.0001281722,0.00005753979,0.00008003214,0.000007834478],"category_scores_gemma":[0.00008502676,0.0001229245,0.00003775432,0.00002224679,0.0001782751,0.000006155794,0.0001381264,0.0000618714,8.83593e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003119427,"about_ca_system_score_gemma":0.00003480513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.38098e-7,"about_ca_topic_score_gemma":0.00001417675,"domain_scores_codex":[0.9993159,0.000009213855,0.0001501722,0.0003019646,0.00008847897,0.0001342254],"domain_scores_gemma":[0.9996068,0.0000187288,0.00005517674,0.00006103692,0.0001312772,0.0001269576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004403831,0.0004642215,0.3204976,0.0006146967,0.001035791,0.00003388677,0.003749026,0.0000982367,0.2268373,0.04157176,0.001541299,0.3991524],"study_design_scores_gemma":[0.01009235,0.004144707,0.08520506,0.0001441989,0.0003193684,0.0004971292,0.000953334,0.01628208,0.05945275,0.005067223,0.8160172,0.001824612],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935359,0.000959017,0.001929126,0.002380517,0.0001542373,0.0002857631,0.0001567778,0.000008542868,0.0005901298],"genre_scores_gemma":[0.9961848,0.0004946652,0.001151448,0.0008476145,0.0002599472,0.00003161855,0.0001223431,0.00001690822,0.0008906857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8144759,"threshold_uncertainty_score":0.5012714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01973505050724696,"score_gpt":0.2222334363537938,"score_spread":0.2024983858465469,"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."}}