{"id":"W6920531797","doi":"10.6084/m9.figshare.17089587.v1","title":"Additional file 3 of Expectations and educational needs of rheumatologists, rheumatology fellows and patients in the field of precision medicine in Canada, a quantitative cross-sectional and descriptive study","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Field (mathematics); Precision medicine; Descriptive research; Descriptive statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001311087,0.0006442887,0.001112419,0.002890245,0.001862037,0.001359061,0.001567374,0.0008022059,0.6981685],"category_scores_gemma":[0.02674418,0.0003926067,0.0007499665,0.005598439,0.0003100055,0.001207443,0.0008318005,0.0008535258,0.03371551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005929658,"about_ca_system_score_gemma":0.009873206,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4786864,"about_ca_topic_score_gemma":0.5723736,"domain_scores_codex":[0.9992249,0.0001137212,0.0001470785,0.0001133731,0.0002383689,0.0001625815],"domain_scores_gemma":[0.9760861,0.01308078,0.001617577,0.0007569468,0.007695874,0.0007627181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001862032,0.0001115452,0.00958022,0.001513984,0.00003216567,0.00005448861,0.0002601917,0.000191117,0.00002016342,0.0006142535,0.9799324,0.007503448],"study_design_scores_gemma":[0.003606753,0.0002455327,0.3637037,0.009407575,0.0003361514,0.0006450408,0.005873886,0.002458234,0.0004324784,0.005676432,0.6073307,0.0002834107],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0008642487,0.00002284981,0.00006348864,0.00015065,0.00001726672,0.0001751808,0.9969362,0.00004049983,0.001729664],"genre_scores_gemma":[0.04111963,0.0003819249,0.003090674,0.0007087821,0.00009387756,0.004588983,0.9243862,0.0002176852,0.02541235],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6981685,"threshold_uncertainty_score":0.9518002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02105971681727339,"score_gpt":0.3112152734404775,"score_spread":0.2901555566232041,"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."}}