{"id":"W3004302803","doi":"10.2196/17533","title":"Influencing Pain Inferences Using Random Numerical Anchoring: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Canadian Institutes of Health Research; York University","keywords":"Vignette; Medicine; Anchoring; Physical therapy; Psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02353099,0.002619817,0.00544943,0.00158338,0.001423326,0.002078781,0.002250808,0.005467006,0.01321837],"category_scores_gemma":[0.07257605,0.001492073,0.002889734,0.001456632,0.004357408,0.002867851,0.001556971,0.004821936,0.001161822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001675908,"about_ca_system_score_gemma":0.003100157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009391799,"about_ca_topic_score_gemma":0.001156937,"domain_scores_codex":[0.9531116,0.03596142,0.003579152,0.003497648,0.002699682,0.001150502],"domain_scores_gemma":[0.9579082,0.03030383,0.006461882,0.002360678,0.00137784,0.001587594],"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":[0.9553355,0.01180985,0.0005969644,0.003675924,0.001744965,0.0000433371,0.0002413841,0.0005617308,0.0005905188,0.0008297153,0.0008160789,0.02375409],"study_design_scores_gemma":[0.9344024,0.05987236,0.000695059,0.0004440542,0.0008271397,0.00001836585,0.000044159,0.001261898,0.0002708838,0.001375847,0.0007554718,0.00003227631],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.739082,0.02279746,0.03002496,0.00334312,0.009596578,0.1797646,0.001216472,0.001255653,0.01291909],"genre_scores_gemma":[0.8259767,0.003682901,0.03251854,0.001803135,0.001935552,0.1313301,0.0002444232,0.00006072911,0.002447917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02353099,"threshold_uncertainty_score":0.1244453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0380796877694036,"score_gpt":0.3305752080673328,"score_spread":0.2924955202979292,"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."}}