{"id":"W3199891602","doi":"10.2196/27535","title":"Effects of an Artificial Intelligence–Assisted Health Program on Workers With Neck/Shoulder Pain/Stiffness and Low Back Pain: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physical therapy; Medicine; Neck pain; Randomized controlled trial; mHealth; Population; Psychological intervention; Low back pain; Physical medicine and rehabilitation; Nursing; Alternative medicine; Surgery","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":[0.003472515,0.002447309,0.005516411,0.0009967464,0.001227872,0.001744119,0.001662149,0.004496486,0.0130682],"category_scores_gemma":[0.004928961,0.00128943,0.003753657,0.0008231386,0.002024272,0.001781469,0.0009507444,0.003778325,0.001307112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187543,"about_ca_system_score_gemma":0.002353757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002725872,"about_ca_topic_score_gemma":0.004080246,"domain_scores_codex":[0.9973332,0.001311531,0.000307789,0.0004817783,0.0002404761,0.00032521],"domain_scores_gemma":[0.997511,0.0009939957,0.0005398232,0.0001829594,0.0002345713,0.0005375656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.977714,0.01182979,0.0001444449,0.002188697,0.00127,0.00002393657,0.00004326666,0.0001235575,0.000460454,0.00006876327,0.0002806683,0.005852347],"study_design_scores_gemma":[0.9753805,0.02331988,0.0003007671,0.00008203631,0.0004565767,0.00000429119,0.00001325457,0.0001197233,0.00008359858,0.00005201691,0.0001809551,0.000006348927],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8750392,0.01333627,0.003056883,0.002153005,0.004914014,0.09292021,0.002625107,0.0006676729,0.005287586],"genre_scores_gemma":[0.8691182,0.00718976,0.007868266,0.002400333,0.002035273,0.1039149,0.0009495943,0.0000511719,0.006472494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0130682,"threshold_uncertainty_score":0.0437175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02707447381093775,"score_gpt":0.368198694493512,"score_spread":0.3411242206825743,"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."}}