{"id":"W6941865982","doi":"10.1371/journal.pone.0328728.s001","title":"This is the referral algorithm.","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rotator cuff; Referral; Quality of life (healthcare); Range of motion; Prospective cohort study; Cohort","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":["insufficient_payload"],"category_scores_codex":[0.000873269,0.0005944451,0.000607088,0.001774575,0.0009045252,0.002540943,0.001079797,0.001743292,0.4399363],"category_scores_gemma":[0.006363278,0.0002985752,0.0005731504,0.00116573,0.0002745149,0.002201503,0.001982128,0.001371595,0.3321157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00083061,"about_ca_system_score_gemma":0.00230836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002388478,"about_ca_topic_score_gemma":0.005416314,"domain_scores_codex":[0.9989223,0.0002338885,0.0001897236,0.0001863918,0.0003060686,0.0001616674],"domain_scores_gemma":[0.9966004,0.0003535565,0.0002423653,0.0003906162,0.001347399,0.001065664],"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":[0.00007829788,0.00009603691,0.003705243,0.0001172519,0.000006383546,0.0004385711,0.0000789271,0.00006429696,0.0002289056,0.001431432,0.8097362,0.1840184],"study_design_scores_gemma":[0.00006904358,0.00005145319,0.004036605,0.0003399482,0.000006918421,0.001505663,0.000150731,0.0004907236,0.0002499371,0.002555201,0.990517,0.00002673476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01299491,0.002706055,0.02010509,0.04355598,0.01062482,0.004346712,0.03378977,0.01338839,0.8584883],"genre_scores_gemma":[0.06901041,0.00453613,0.05448909,0.03355824,0.005984292,0.002980368,0.03926272,0.008548007,0.7816308],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5600637,"threshold_uncertainty_score":0.7988629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03077368519017085,"score_gpt":0.2451641082903172,"score_spread":0.2143904231001463,"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."}}