{"id":"W4307254121","doi":"10.20944/preprints202210.0359.v1","title":"Plastic Spinal Motor Circuits in Health and Disease","year":2022,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Neurogenetic and Muscular Disorders Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Neuroscience; Spinal muscular atrophy; Spinal cord injury; Spinal cord; Amyotrophic lateral sclerosis; Stroke (engine); Disease; Medicine; SMA*; Physical medicine and rehabilitation; Psychology; Pathology; Computer science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003464535,0.0003883477,0.0005110133,0.0008295876,0.0005400229,0.001877826,0.0003883888,0.001331359,0.006243803],"category_scores_gemma":[0.0004855916,0.00009625814,0.0002754873,0.0005923476,0.0025158,0.001173872,0.001142925,0.001181663,0.001444279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007891452,"about_ca_system_score_gemma":0.0007408208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005493503,"about_ca_topic_score_gemma":0.0006349522,"domain_scores_codex":[0.9997806,0.00005664863,0.0000123828,0.00005635378,0.00005573916,0.00003825136],"domain_scores_gemma":[0.9998266,0.00004288798,0.00002829634,0.0000195712,0.00003286461,0.00004979526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003442841,0.00009759094,0.003968928,0.005104868,0.0001845034,0.001922015,0.003286774,0.001551895,0.03678421,0.3362153,0.07443926,0.5361004],"study_design_scores_gemma":[0.00002587834,0.0003126009,0.02443054,0.001970646,0.00008503068,0.004115985,0.001839742,0.0006312318,0.006073502,0.2882684,0.6721595,0.00008699425],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04009755,0.8232746,0.01325567,0.04751195,0.007199144,0.00005630528,0.0009593085,0.000480848,0.06716466],"genre_scores_gemma":[0.4078828,0.5318053,0.007012871,0.008677517,0.007830036,0.0001420558,0.0008530382,0.0001334073,0.03566292],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006243803,"threshold_uncertainty_score":0.02088755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1437813522538022,"score_gpt":0.405325766432175,"score_spread":0.2615444141783728,"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."}}