{"id":"W6921129986","doi":"10.6084/m9.figshare.c.5118034.v1","title":"Treatment preferences amongst physical therapists and chiropractors for the management of neck pain: results of an international survey","year":2020,"lang":"en","type":"other","venue":"Figshare","topic":"Civil and Structural Engineering Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University; St Joseph's Health Care; University Health Network","funders":"","keywords":"Neck pain; Whiplash; Psychological intervention; Manual therapy; Modalities; Chiropractic; Acupuncture; Alternative medicine; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002884747,0.0001342964,0.0001639776,0.00003390411,0.000008859107,0.0000159821,0.0001980536,0.00004885953,0.00207106],"category_scores_gemma":[0.00004790882,0.00008389449,0.00004504039,0.00005130926,0.000007185597,0.00002217121,0.00003034601,0.00005245315,0.000002372427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001461404,"about_ca_system_score_gemma":0.000005428299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006972422,"about_ca_topic_score_gemma":0.00008171786,"domain_scores_codex":[0.9995287,0.00001362159,0.0001026301,0.00012944,0.0001395762,0.00008603855],"domain_scores_gemma":[0.9996313,0.0001255812,0.00004545847,0.0001452488,0.00001965169,0.0000327871],"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":[0.0002278786,0.00009724754,0.00007675901,0.005932989,0.002919711,0.000009697334,0.0009245141,0.002457386,0.00005668038,0.00003377343,0.4314689,0.5557945],"study_design_scores_gemma":[0.001544174,0.0006021538,0.08780864,0.002466612,0.00004532912,0.000001061199,0.00005938036,0.09335869,0.0004408429,0.00002049134,0.813243,0.0004096563],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.005856914,0.001461954,0.0000130099,0.00005050113,0.0002462857,0.00159832,0.9419105,0.0002446614,0.04861784],"genre_scores_gemma":[0.8133161,0.000927785,0.0005413792,0.000005077366,0.0006238634,0.000507826,0.166152,0.0003779548,0.01754805],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.8074592,"threshold_uncertainty_score":0.9988412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04974291579211153,"score_gpt":0.2837907555058004,"score_spread":0.2340478397136888,"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."}}