{"id":"W2021408333","doi":"10.2196/resprot.3071","title":"A Web-Based Clinical Decision Support Tool for Primary Health Care Management of Back Pain: Development and Mixed Methods Evaluation","year":2014,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; George Institute for Global Health","keywords":"Medicine; Global Positioning System; Clinical decision support system; Health care; Web application; Clinical trial; Decision support system; Nursing; Computer science; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05289346,0.0001270512,0.0004128533,0.0002155053,0.0001300282,0.00002358397,0.0001110994,0.0001227636,0.00008572428],"category_scores_gemma":[0.001606112,0.00009627175,0.0001221831,0.0002445736,0.0001556636,0.00005254575,0.00009163296,0.0002219089,0.00001101695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003070013,"about_ca_system_score_gemma":0.001125169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001309799,"about_ca_topic_score_gemma":0.000003290774,"domain_scores_codex":[0.9932197,0.003881804,0.0008987708,0.0004558529,0.001180366,0.000363558],"domain_scores_gemma":[0.9957966,0.002471888,0.0001592496,0.0004451697,0.0009199245,0.0002072144],"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":[0.001380583,0.0004305925,0.002964001,0.02353382,0.00002801553,2.927927e-7,0.0002038968,0.000001954751,0.0003129123,0.00008457788,0.008564835,0.9624946],"study_design_scores_gemma":[0.01572157,0.01033688,0.3617629,0.006079676,0.000008787732,4.289207e-7,0.0004050077,0.00318376,0.0008325207,0.0003626332,0.6011331,0.0001728169],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01816034,0.00002039311,0.06106446,0.001336213,0.00002203057,0.9182003,0.000004160256,0.00003169771,0.001160441],"genre_scores_gemma":[0.002634379,0.000001207865,0.3937002,0.0002590696,0.00004083188,0.6031546,0.00007492524,0.0000163498,0.0001184297],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9623217,"threshold_uncertainty_score":0.9752455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2084958418991071,"score_gpt":0.6141667941532071,"score_spread":0.4056709522541,"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."}}