{"id":"W4313500201","doi":"10.3390/s23020587","title":"Characterization of Detailed Sedentary Postures Using a Tri-Monitor ActivPAL Configuration in Free-Living Conditions","year":2023,"lang":"en","type":"article","venue":"Sensors","topic":"Sports Performance and Training","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Sitting; Torso; Sedentary behavior; Medicine; Physical therapy; Lying; Physical medicine and rehabilitation; Orthodontics; Physical activity; Anatomy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001122507,0.00007303965,0.0001630125,0.000288355,0.00004587829,0.000007208263,0.00002668307,0.00006112206,0.00009374041],"category_scores_gemma":[0.00004355875,0.00007304678,0.00003830472,0.0003659476,0.00003367558,0.0001423716,0.00001020194,0.00009771513,0.00001010308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003499677,"about_ca_system_score_gemma":0.00004543875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007810473,"about_ca_topic_score_gemma":0.00003714022,"domain_scores_codex":[0.9993764,0.00001230211,0.0002172093,0.00011037,0.0001429586,0.0001408007],"domain_scores_gemma":[0.9996818,0.00003103515,0.00008779403,0.000117994,0.00004832285,0.00003303555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006795704,0.00004269946,0.2847408,0.00005457716,0.00002837283,0.00005220163,0.00202479,0.000181929,0.7123244,0.00001453372,0.00001539506,0.0004522779],"study_design_scores_gemma":[0.0006680517,0.00005013806,0.9482775,0.0002899443,0.00003928421,0.00002568524,0.001558189,0.007908115,0.04108004,0.000008417591,0.00002996295,0.00006464971],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990939,0.00000831181,0.000006814136,0.000199379,0.000234247,0.0002128928,0.0000214775,0.0000559087,0.0001670118],"genre_scores_gemma":[0.9992544,0.00002185181,0.00004724667,0.0000634871,0.0001283955,0.000005627395,0.0002678513,0.00001365362,0.0001974652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6712444,"threshold_uncertainty_score":0.2978761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02850683961244422,"score_gpt":0.304127172265848,"score_spread":0.2756203326534038,"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."}}