{"id":"W6945558026","doi":"10.25376/hra.14455932.v1","title":"Contextualized.pdf","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Medical Rehabilitation Research; National Institutes of Health; H2020 European Research Council; Ontario Neurotrauma Foundation","keywords":"","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009088806,0.0003046853,0.0003051435,0.001011453,0.001111898,0.004048573,0.0006827507,0.0009225901,0.7328683],"category_scores_gemma":[0.008932373,0.0002613876,0.0005550045,0.001204924,0.0004799275,0.001963746,0.002375504,0.001396007,0.2474796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006337415,"about_ca_system_score_gemma":0.001778487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004097424,"about_ca_topic_score_gemma":0.006532977,"domain_scores_codex":[0.9993862,0.00016822,0.00002969936,0.00005332723,0.0002685995,0.00009391684],"domain_scores_gemma":[0.9958302,0.00192237,0.0002119134,0.000651821,0.0008943814,0.0004892815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001378559,0.00007034961,0.0003851733,0.000267224,0.000007416088,0.0001131492,0.0002675187,0.000102058,0.0001837087,0.004458833,0.8743212,0.1196855],"study_design_scores_gemma":[0.00003876245,0.00002035534,0.001187444,0.0001741427,0.000006291445,0.00009923412,0.0002447095,0.00004930031,0.0003308151,0.00123186,0.9966055,0.00001148541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004583968,0.00148636,0.003156771,0.01117902,0.008563562,0.0003002831,0.03654003,0.007368945,0.9268211],"genre_scores_gemma":[0.07420042,0.004514081,0.01254242,0.01295018,0.002981966,0.0004812635,0.02585871,0.007985308,0.8584856],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7328683,"threshold_uncertainty_score":0.381031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03933450007137478,"score_gpt":0.3093883344836563,"score_spread":0.2700538344122815,"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."}}