{"id":"W2889331631","doi":"10.3138/ptc.2016-97-cc","title":"Clinician's Commentary on Richards et al.","year":2018,"lang":"en","type":"letter","venue":"Physiotherapy Canada","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"Computer science; Medicine; Physical medicine and rehabilitation; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.004201961,0.001393177,0.001501865,0.001957591,0.007326117,0.004472527,0.004443323,0.04884672,0.02450663],"category_scores_gemma":[0.04081947,0.0009699894,0.001983153,0.002145384,0.003853662,0.0052293,0.002810711,0.04547855,0.02137454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007872598,"about_ca_system_score_gemma":0.009996157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02858306,"about_ca_topic_score_gemma":0.04540659,"domain_scores_codex":[0.9952974,0.0008408643,0.0005436416,0.0006237924,0.001991504,0.000702873],"domain_scores_gemma":[0.9878263,0.005096455,0.0007008231,0.0003822368,0.003929383,0.002064863],"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":[0.000005227484,0.000003920925,0.00003747842,0.00001765784,0.000001455131,0.0002437864,0.00003689445,0.000008109721,0.000007362799,0.0002161761,0.9981883,0.001233579],"study_design_scores_gemma":[0.00002816139,0.00001374938,0.0003527484,0.0003589009,0.00000864394,0.0009007584,0.0003189681,0.00006991294,0.00004768752,0.001227931,0.9966453,0.00002726883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001304999,0.001276923,0.00005630108,0.8870744,0.1055025,0.00002414533,0.0001066185,0.00006998747,0.00575863],"genre_scores_gemma":[0.001165697,0.0009655796,0.0001047374,0.9234964,0.06002237,0.00005875352,0.00004651058,0.00004473386,0.01409527],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04884672,"threshold_uncertainty_score":0.08198285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0986798640725013,"score_gpt":0.5157460708079737,"score_spread":0.4170662067354725,"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."}}