{"id":"W2321301678","doi":"10.1177/1479972315619574","title":"Walk2Bactive","year":2015,"lang":"en","type":"article","venue":"Chronic Respiratory Disease","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"Canada Research Chairs","keywords":"Medicine; Physical therapy; Physical activity; Quality of life (healthcare); Pulmonary rehabilitation; Internal medicine; COPD; Rehabilitation","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002995215,0.0003425351,0.0004020759,0.0002465227,0.0001275582,0.00004841658,0.0002809663,0.0001095632,0.001156726],"category_scores_gemma":[0.0005330494,0.0003151702,0.0002748083,0.0004577071,0.0004496996,0.0003204834,0.0002109603,0.0004212633,0.00166522],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00319253,"about_ca_system_score_gemma":0.007690813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001748189,"about_ca_topic_score_gemma":0.00000484188,"domain_scores_codex":[0.996868,0.0001762261,0.0003698312,0.0007534621,0.001061594,0.0007709114],"domain_scores_gemma":[0.995003,0.0000560349,0.00009679142,0.001154869,0.0004578406,0.003231472],"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":[0.01248432,0.005107177,0.2852374,0.004721294,0.001172813,0.01803759,0.0008964163,0.001033198,0.004666515,0.007665702,0.3247732,0.3342044],"study_design_scores_gemma":[0.01006521,0.0005582177,0.3411936,0.00024166,0.00033686,0.00003338908,0.0003277521,0.001871422,0.0006821117,0.001121469,0.6429018,0.0006665323],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9203991,0.03669726,0.0001836912,0.001694362,0.000654566,0.002190886,0.00018913,0.0005021547,0.03748881],"genre_scores_gemma":[0.9925511,0.00004366316,0.00007615249,0.001677487,0.001449457,0.0002364172,0.00008664339,0.0001084356,0.003770643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3335379,"threshold_uncertainty_score":0.99993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05211758268429145,"score_gpt":0.3346473436854367,"score_spread":0.2825297610011453,"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."}}