{"id":"W4400976342","doi":"10.1148/rg.240096","title":"Invited Commentary: MRI of Muscle Healing and Return to Play: Current Status","year":2024,"lang":"en","type":"article","venue":"Radiographics","topic":"Sports injuries and prevention","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Current (fluid); Physical medicine and rehabilitation; Magnetic resonance imaging; Physical therapy; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.006455735,0.001335878,0.002362406,0.00215213,0.00246031,0.003645306,0.00298497,0.04496684,0.00882774],"category_scores_gemma":[0.05444735,0.001125074,0.00144584,0.001773034,0.003406097,0.004546418,0.002054073,0.02872534,0.00542516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003753459,"about_ca_system_score_gemma":0.004959696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006729205,"about_ca_topic_score_gemma":0.01019073,"domain_scores_codex":[0.9952905,0.001514491,0.0008400137,0.0006784466,0.001197294,0.0004792169],"domain_scores_gemma":[0.9539769,0.02708066,0.003119661,0.0007684401,0.01237479,0.002679549],"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":[0.00008048525,0.000009057338,0.0003014485,0.0003923421,0.00002876064,0.0005608776,0.0000720539,0.00003302166,0.000102247,0.000463348,0.990816,0.00714031],"study_design_scores_gemma":[0.0001502709,0.0000707259,0.001823449,0.003226648,0.0002057149,0.003130953,0.0005322825,0.000233192,0.0002501547,0.00327974,0.9869868,0.0001100217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000333002,0.01342597,0.0001340766,0.8236935,0.1607411,0.00001654554,0.0001481861,0.00002743672,0.001480312],"genre_scores_gemma":[0.004985864,0.01088768,0.000339005,0.4836647,0.496645,0.00005397001,0.0001040363,0.00004943577,0.003270436],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04496684,"threshold_uncertainty_score":0.0341416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01578236500090596,"score_gpt":0.3102706944125335,"score_spread":0.2944883294116275,"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."}}