{"id":"W3007437615","doi":"","title":"Medical Panels in Victoria, Australia and Alberta, Canada: Answering Medical Questions - Determining Matters of Fact and Law?","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislation; Law; Compensation (psychology); Political science; Psychology; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.006248296,0.00016705,0.0002386024,0.001750392,0.01271513,0.005844068,0.001736802,0.004029021,0.007359682],"category_scores_gemma":[0.02900487,0.0004241802,0.0001656411,0.002977228,0.004372845,0.00174337,0.003109502,0.002848073,0.000903211],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03314359,"about_ca_system_score_gemma":0.1044519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9452425,"about_ca_topic_score_gemma":0.9894934,"domain_scores_codex":[0.9918141,0.001287644,0.0003881615,0.0002873541,0.00418922,0.002033447],"domain_scores_gemma":[0.9725108,0.009426692,0.002183762,0.0002955454,0.009284723,0.006298426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.000158166,0.0001346105,0.1156502,0.0006345527,0.00003358975,0.002825058,0.05169819,0.0002040169,0.000994508,0.0221268,0.6361403,0.1694],"study_design_scores_gemma":[0.00003840796,0.00004675058,0.3501318,0.001293199,0.00003086567,0.0007918671,0.1388816,0.0002419408,0.0002630487,0.00210698,0.5061041,0.00006959588],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1962018,0.0334619,0.000859271,0.4568876,0.005790689,0.0004058857,0.001244058,0.00009608284,0.3050528],"genre_scores_gemma":[0.757091,0.02235792,0.002051945,0.1185388,0.001723771,0.0001230863,0.001011585,0.00006081133,0.09704125],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9668564,"threshold_uncertainty_score":0.2404748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04709796987640542,"score_gpt":0.3615105800269866,"score_spread":0.3144126101505812,"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."}}