{"id":"W4249793196","doi":"10.15173/m.v1i2.590","title":"Telesurgery","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005312202,0.00006770946,0.0001117876,0.0000401414,0.00004068011,0.000006519246,0.00006855151,0.00001178603,0.001808839],"category_scores_gemma":[0.0002174541,0.00003881406,0.00006346674,0.0001020095,0.00004558515,0.0000463533,0.00002922111,0.00006930513,0.001064165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002004806,"about_ca_system_score_gemma":0.00005724213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006160527,"about_ca_topic_score_gemma":1.08653e-7,"domain_scores_codex":[0.9993464,0.00004152589,0.0001042682,0.00006595111,0.0002066341,0.0002351559],"domain_scores_gemma":[0.9992948,0.00008161429,0.00003114388,0.0003652546,0.00001553982,0.0002116657],"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":[0.00016857,0.001590729,0.2129959,0.0002532629,0.0002944764,0.00001548408,0.003356321,1.38333e-7,0.001226645,0.01014284,0.737437,0.03251865],"study_design_scores_gemma":[0.0004862115,0.00002445695,0.4848319,0.00003188113,0.0004350209,0.00003580236,0.002222076,0.000009072501,0.001055532,0.0002355735,0.5105054,0.0001270752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568672,0.001040588,0.00004681119,0.01100711,0.0008249743,0.000269698,0.000001673701,0.00005286274,0.02988912],"genre_scores_gemma":[0.9866955,0.00001132136,0.0005132703,0.004422264,0.0004862757,0.00003141864,0.000005360058,0.00001358061,0.00782105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.271836,"threshold_uncertainty_score":0.9997136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0312225667046726,"score_gpt":0.3115972126914359,"score_spread":0.2803746459867633,"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."}}