{"id":"W2167044591","doi":"10.4021/jnr.v1i2.28","title":"Re-Justification for Reducing the Length of Hospital Stay Based on Community-Based Appraisal of Functional Recovery of Cerebrovascular Disease Patient","year":2011,"lang":"en","type":"article","venue":"Journal of Neurology Research","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Logistic regression; Barthel index; Disease; Emergency medicine; Level of consciousness; Ordered logit; Intensive care medicine; Activities of daily living; Physical therapy; Internal medicine; Anesthesia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002453659,0.0002707576,0.0002952298,0.001719826,0.0004896097,0.0006505675,0.0006653753,0.0003887494,0.001309838],"category_scores_gemma":[0.01529658,0.00007720675,0.0004013351,0.000769264,0.0002549687,0.0006129395,0.0007065383,0.000723052,0.0001256161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009355952,"about_ca_system_score_gemma":0.002605245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004500547,"about_ca_topic_score_gemma":0.009718489,"domain_scores_codex":[0.9982675,0.0009440401,0.0002472015,0.00009376494,0.0002898027,0.0001576756],"domain_scores_gemma":[0.992968,0.001040547,0.002915186,0.000202508,0.00173855,0.001135232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003410895,0.0004976581,0.9155697,0.000351046,0.0001948733,0.0002582331,0.000435032,0.0006080302,0.0004586758,0.000398139,0.004847296,0.07604022],"study_design_scores_gemma":[0.00005267949,0.0005446009,0.9904225,0.0002763899,0.0001410891,0.0002899976,0.001786645,0.003385812,0.0003436534,0.0004633392,0.002262959,0.00003032301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798372,0.003348103,0.002096071,0.008089921,0.0002595534,0.0003762165,0.000398863,0.00007589733,0.00551809],"genre_scores_gemma":[0.9977386,0.0004974041,0.001105637,0.0001929614,0.00008235335,0.00005695502,0.0001616548,0.000003326721,0.0001611254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004500547,"threshold_uncertainty_score":0.01297635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1138332574759699,"score_gpt":0.3596189213160282,"score_spread":0.2457856638400583,"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."}}