{"id":"W6904784306","doi":"10.1371/journal.pone.0291016.s001","title":"Survey instrument.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Predictive value; Health care; Control (management); Public health; Predictive validity; Value (mathematics); Health professionals","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00437428,0.0006901234,0.00062684,0.001919979,0.000827665,0.001176107,0.001337908,0.0009117767,0.3041541],"category_scores_gemma":[0.007282808,0.0005633262,0.0004705301,0.002752713,0.0002712322,0.00109445,0.00164062,0.001695732,0.1873636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002639034,"about_ca_system_score_gemma":0.005670123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01842121,"about_ca_topic_score_gemma":0.01929277,"domain_scores_codex":[0.9973802,0.0007197086,0.0003877745,0.0003920403,0.0007360436,0.0003841967],"domain_scores_gemma":[0.9949324,0.0007314164,0.0002391261,0.0004288123,0.003197483,0.0004708554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000420531,0.0005120223,0.007455203,0.0006023381,0.00001316933,0.00006320819,0.0005216149,0.0002436764,0.000625198,0.004402259,0.7863568,0.198784],"study_design_scores_gemma":[0.000183302,0.0002645832,0.02473065,0.0002300015,0.000007777963,0.00004619012,0.000640931,0.0004596616,0.0003498357,0.001118553,0.9719468,0.00002187114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01565475,0.0004187156,0.0118033,0.002487152,0.001170459,0.03068888,0.5701036,0.002422434,0.3652506],"genre_scores_gemma":[0.04517875,0.001381627,0.0387421,0.003999793,0.0004288067,0.1184725,0.3801987,0.0010968,0.4105009],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3041541,"threshold_uncertainty_score":0.9925397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2692866621468577,"score_gpt":0.3848969702707709,"score_spread":0.1156103081239132,"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."}}