{"id":"W3212735015","doi":"10.26685/urncst.283","title":"ALSTaR Cells - Novel Stem-cell-based Therapy for Amyotrophic Lateral Sclerosis: A Research Protocol","year":2021,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Amyotrophic lateral sclerosis; Neuroscience; Autophagy; Stem cell; Biology; Regenerative medicine; Neural stem cell; Transplantation; Cell therapy; Cell biology; Medicine; Pathology; Disease; Apoptosis; Internal medicine","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":[0.001255863,0.001509097,0.000851282,0.001063608,0.0009705321,0.0005399951,0.001300524,0.001486971,0.01242407],"category_scores_gemma":[0.0003258745,0.0004212561,0.0009896971,0.0007015423,0.0004053457,0.000505261,0.0006118666,0.001386619,0.007336184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005415474,"about_ca_system_score_gemma":0.001544253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005674079,"about_ca_topic_score_gemma":0.001126049,"domain_scores_codex":[0.9990242,0.0001387145,0.0001339984,0.0001762373,0.0004176553,0.0001092031],"domain_scores_gemma":[0.9997652,0.0000279358,0.00002731085,0.00004363857,0.00008450494,0.00005145402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001300582,0.001532294,0.0002956499,0.001581805,0.00003611493,0.0006593406,0.0002110238,0.0009446762,0.9512271,0.004043732,0.009579211,0.02858854],"study_design_scores_gemma":[0.001028181,0.006955111,0.001996313,0.000265746,0.0001870766,0.001626397,0.00009042077,0.001962077,0.6842081,0.000864175,0.3007383,0.0000780739],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.2518928,0.0310476,0.3435699,0.002422719,0.004034477,0.2279931,0.03560105,0.003433555,0.1000049],"genre_scores_gemma":[0.2243515,0.03155833,0.3187237,0.00203395,0.0004517958,0.2303195,0.05654362,0.000376386,0.1356412],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01242407,"threshold_uncertainty_score":0.04156268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1808718257277965,"score_gpt":0.4659152243305069,"score_spread":0.2850433986027103,"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."}}